Jie Zhou

486 papers · 2013–2026 · 18 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (40) 🧭 Keyword Pioneer 🌍 Conference Polyglot (18) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🏃 Academic Marathon (12) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🏠 Conference Loyalist (21) 🌟 Keyword Trendsetter Combo (5) 🤝 Dynamic Duo (151) 👑 Triple Crown 🧬 Topic Evolution 🏆 Keyword Champion (2) 🏆 Grand Slam 🌱 Topic Pioneer 🔬 Deep Specialist (62) 📈 Trend Setter 🚀 Conference Pioneer 🔥 Unstoppable (13) ⚡ Prolific Year (93) 💎 Century Club (484) 🗃️ Keyword Collector (112) ❓ The Questioner (7)

Conferences

ACL (111) EMNLP (77) CVPR (75) ICCV (43) IJCNLP (30) ECCV (30) AAAI (26) COLING (21) NIPS (21) ICLR (13) IJCAI (12) NAACL (11) ICML (7) EACL (2) CORL (2) AACL (2) SEMEVAL (2) WACV (1)

Top co-authors

Jiwen Lu (151) Fandong Meng (149) Peng Li (57) Yankai Lin (54) Zhiyuan Liu (51) Jinchao Zhang (47) Maosong Sun (43) Jinan Xu (39) Yongming Rao (38) Yufeng Chen (33)

Keywords

large language model (40) neural machine translation (38) contrastive learning (24) model compression (23) pre-trained language model (23) knowledge distillation (23) representation learning (21) domain adaptation (19) neural network (18) point cloud (17) transfer learning (16) attention mechanism (16) machine translation (15) language model (15) graph neural network (14) diffusion model (14) text generation (13) sentiment analysis (11) zero-shot learning (11) unsupervised learning (11)

Papers

LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization AAAI 2026

ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning AAAI 2026

Dense Retrievers Can Fail on Simple Queries: Revealing The Granularity Dilemma of Embeddings EMNLP 2025

LLaVE: Large Language and Vision Embedding Models with Hardness-Weighted Contrastive Learning EMNLP 2025

Retrieval-Augmented Machine Translation with Unstructured Knowledge EMNLP 2025

LLM×MapReduce-V3: Enabling Interactive In-Depth Survey Generation through a MCP-Driven Hierarchically Modular Agent System EMNLP 2025

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning EMNLP 2025

POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025

Distilling Rule-based Knowledge into Large Language Models COLING 2025

Entropy-Adaptive Diffusion Policy Optimization with Dynamic Step Alignment ICCV 2025

SpectralAR: Spectral Autoregressive Visual Generation ICCV 2025

Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025

D3QE: Learning Discrete Distribution Discrepancy-aware Quantization Error for Autoregressive-Generated Image Detection ICCV 2025

Continuous Visual Autoregressive Generation via Score Maximization ICML 2025

A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets ICCV 2025

FinDABench: Benchmarking Financial Data Analysis Ability of Large Language Models COLING 2025

GC-VLN: Instruction as Graph Constraints for Training-free Vision-and-Language Navigation CORL 2025

LiCamPose: Combining Multi-View LiDAR and RGB Cameras for Robust Single-Timestamp 3D Human Pose Estimation WACV 2025

Enhancing Uncertainty Modeling with Semantic Graph for Hallucination Detection AAAI 2025

The Stochastic Parrot on LLM’s Shoulder: A Summative Assessment of Physical Concept Understanding NAACL 2025

Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task NAACL 2025

Learning with Open-world Noisy Data via Class-independent Margin in Dual Representation Space AAAI 2025

EmbodiedSAM: Online Segment Any 3D Thing in Real Time ICLR 2025

MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025

MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection IJCAI 2025

THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025

MiniPLM: Knowledge Distillation for Pre-training Language Models ICLR 2025

Beyond Next Token Prediction: Patch-Level Training for Large Language Models ICLR 2025

A Law Reasoning Benchmark for LLM with Tree-Organized Structures including Factum Probandum, Evidence and Experiences ACL 2025

AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025

Enhancing Cross-Tokenizer Knowledge Distillation with Contextual Dynamical Mapping ACL 2025

Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-Experts ACL 2025

Optimizing Question Semantic Space for Dynamic Retrieval-Augmented Multi-hop Question Answering ACL 2025

An Empirical Study of Many-to-Many Summarization with Large Language Models ACL 2025

APB: Accelerating Distributed Long-Context Inference by Passing Compressed Context Blocks across GPUs ACL 2025

FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling ACL 2025

PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025

DRT: Deep Reasoning Translation via Long Chain-of-Thought ACL 2025

DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory ICLR 2025

InstaRevive: One-Step Image Enhancement via Dynamic Score Matching ICLR 2025

EmbodiedOcc: Embodied 3D Occupancy Prediction for Vision-based Online Scene Understanding ICCV 2025

MCID: Multi-aspect Copyright Infringement Detection for Generated Images ICCV 2025

Authentic 4D Driving Simulation with a Video Generation Model ICCV 2025

WalkVLM: Aid Visually Impaired People Walking by Vision Language Model ICCV 2025

From Imitation to Innovation: The Emergence of AI's Unique Artistic Styles and the Challenge of Copyright Protection ICCV 2025

IGL-Nav: Incremental 3D Gaussian Localization for Image-goal Navigation ICCV 2025

EFTViT: Efficient Federated Training of Vision Transformers with Masked Images on Resource-Constrained Clients ICCV 2025

UniGoal: Towards Universal Zero-shot Goal-oriented Navigation CVPR 2025

GaussianWorld: Gaussian World Model for Streaming 3D Occupancy Prediction CVPR 2025

Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis CVPR 2025

FADE: Frequency-Aware Diffusion Model Factorization for Video Editing CVPR 2025

CL-MoE: Enhancing Multimodal Large Language Model with Dual Momentum Mixture-of-Experts for Continual Visual Question Answering CVPR 2025

UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting CVPR 2025

EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025

Text-guided Sparse Voxel Pruning for Efficient 3D Visual Grounding CVPR 2025

Multilingual Knowledge Editing with Language-Agnostic Factual Neurons COLING 2025

P-React: Synthesizing Topic-Adaptive Reactions of Personality Traits via Mixture of Specialized LoRA Experts ACL 2025

A Self-Denoising Model for Robust Few-Shot Relation Extraction ACL 2025

Advancing SMoE for Continuous Domain Adaptation of MLLMs: Adaptive Router and Domain-Specific Loss ACL 2025

CM-Align: Consistency-based Multilingual Alignment for Large Language Models EMNLP 2025

The Essence of Contextual Understanding in Theory of Mind: A Study on Question Answering with Story Characters ACL 2025

TIU-Bench: A Benchmark for Evaluating Large Multimodal Models on Text-rich Image Understanding EMNLP 2025

SelfOcc: Self-Supervised Vision-Based 3D Occupancy Prediction CVPR 2024

SpatialFormer: Towards Generalizable Vision Transformers with Explicit Spatial Understanding ECCV 2024

Learning Multi-Scale Video-Text Correspondence for Weakly Supervised Temporal Article Gronding AAAI 2024

Generative Multi-Modal Knowledge Retrieval with Large Language Models AAAI 2024

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA AAAI 2024

On Prompt-Driven Safeguarding for Large Language Models ICML 2024

Exploring the Benefit of Activation Sparsity in Pre-training ICML 2024

Few-Shot Character Understanding in Movies as an Assessment to Meta-Learning of Theory-of-Mind ICML 2024

FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner NIPS 2024

SG-Nav: Online 3D Scene Graph Prompting for LLM-based Zero-shot Object Navigation NIPS 2024

Vision Model Pre-training on Interleaved Image-Text Data via Latent Compression Learning NIPS 2024

Learning 1D Causal Visual Representation with De-focus Attention Networks NIPS 2024

XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation NIPS 2024

NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation NIPS 2024

DPMesh: Exploiting Diffusion Prior for Occluded Human Mesh Recovery CVPR 2024

LiDAR-based Person Re-identification CVPR 2024

FlowIE: Efficient Image Enhancement via Rectified Flow CVPR 2024

Memory-based Adapters for Online 3D Scene Perception CVPR 2024

Towards Accurate Post-training Quantization for Diffusion Models CVPR 2024

Efficient Deformable ConvNets: Rethinking Dynamic and Sparse Operator for Vision Applications CVPR 2024

Auto MC-Reward: Automated Dense Reward Design with Large Language Models for Minecraft CVPR 2024

LowRankOcc: Tensor Decomposition and Low-Rank Recovery for Vision-based 3D Semantic Occupancy Prediction CVPR 2024

Teaching Large Language Models to Translate with Comparison AAAI 2024

Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024

DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models EMNLP 2024

Enhancing Byzantine-Resistant Aggregations with Client Embedding EMNLP 2024

On the token distance modeling ability of higher RoPE attention dimension EMNLP 2024

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis EMNLP 2024

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents NIPS 2024

Q-VLM: Post-training Quantization for Large Vision-Language Models NIPS 2024

GaussianFormer: Scene as Gaussians for Vision-Based 3D Semantic Occupancy Prediction ECCV 2024

3D Small Object Detection with Dynamic Spatial Pruning ECCV 2024

Camera-LiDAR Cross-modality Gait Recognition ECCV 2024

ProtoComp: Diverse Point Cloud Completion with Controllable Prototype ECCV 2024

Learning Dual-Level Deformable Implicit Representation for Real-World Scale Arbitrary Super-Resolution ECCV 2024

Multi-Level Cross-Modal Alignment for Speech Relation Extraction EMNLP 2024

C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024

Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment EMNLP 2024

DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models EMNLP 2024

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation ACL 2024

CSCD-NS: a Chinese Spelling Check Dataset for Native Speakers ACL 2024

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents ACL 2024

Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective ACL 2024

MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024

Fine-Grained Modeling of Narrative Context: A Coherence Perspective via Retrospective Questions ACL 2024

TasTe: Teaching Large Language Models to Translate through Self-Reflection ACL 2024

Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation ACL 2024

Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024

UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs ACL 2024

Plot Retrieval as an Assessment of Abstract Semantic Association ACL 2024

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ACL 2024

Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024

Trust in Internal or External Knowledge? Generative Multi-Modal Entity Linking with Knowledge Retriever ACL 2024

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024

Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024

Instruction Position Matters in Sequence Generation with Large Language Models ACL 2024

BranchNorm: Robustly Scaling Extremely Deep Transformers ACL 2024

Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ACL 2024

Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding ACL 2024

Language Generation with Strictly Proper Scoring Rules ICML 2024

Tree-of-Reasoning Question Decomposition for Complex Question Answering with Large Language Models AAAI 2024

XAL: EXplainable Active Learning Makes Classifiers Better Low-resource Learners NAACL 2024

On Large Language Models’ Hallucination with Regard to Known Facts NAACL 2024

DC-Solver: Improving Predictor-Corrector Diffusion Sampler via Dynamic Compensation ECCV 2024

A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder COLING 2024

DC-MBR: Distributional Cooling for Minimum Bayesian Risk Decoding COLING 2024

Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis COLING 2024

Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis COLING 2024

Let’s Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models COLING 2024

UMTIT: Unifying Recognition, Translation, and Generation for Multimodal Text Image Translation COLING 2024

Path Choice Matters for Clear Attributions in Path Methods ICLR 2024

Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors ICLR 2024

ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs ICLR 2024

Towards Codable Watermarking for Injecting Multi-Bits Information to LLMs ICLR 2024

A Simple Baseline for Multi-Camera 3D Object Detection AAAI 2023

UniPC: A Unified Predictor-Corrector Framework for Fast Sampling of Diffusion Models NIPS 2023

Tri-Perspective View for Vision-Based 3D Semantic Occupancy Prediction CVPR 2023

Fed-FA: Theoretically Modeling Client Data Divergence for Federated Language Backdoor Defense NIPS 2023

VisionLLM: Large Language Model is also an Open-Ended Decoder for Vision-Centric Tasks NIPS 2023

Feature Decomposition for Reducing Negative Transfer: A Novel Multi-Task Learning Method for Recommender System (Student Abstract) AAAI 2023

Enhancing Argument Structure Extraction with Efficient Leverage of Contextual Information EMNLP 2023

Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023

D2TV: Dual Knowledge Distillation and Target-oriented Vision Modeling for Many-to-Many Multimodal Summarization EMNLP 2023

Is ChatGPT a Good NLG Evaluator? A Preliminary Study EMNLP 2023

Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023

MCUFormer: Deploying Vision Tranformers on Microcontrollers with Limited Memory NIPS 2023

OPERA: Omni-Supervised Representation Learning with Hierarchical Supervisions ICCV 2023

Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models ICCV 2023

Token-Label Alignment for Vision Transformers ICCV 2023

Enhancing Dialogue Generation with Conversational Concept Flows EACL 2023

DiffSwap: High-Fidelity and Controllable Face Swapping via 3D-Aware Masked Diffusion CVPR 2023

DiffTalk: Crafting Diffusion Models for Generalized Audio-Driven Portraits Animation CVPR 2023

Binarizing Sparse Convolutional Networks for Efficient Point Cloud Analysis CVPR 2023

Siamese Image Modeling for Self-Supervised Vision Representation Learning CVPR 2023

Diffusion-SDF: Text-To-Shape via Voxelized Diffusion CVPR 2023

Rephrasing the Reference for Non-autoregressive Machine Translation AAAI 2023

FLAG3D: A 3D Fitness Activity Dataset With Language Instruction CVPR 2023

Understanding Translationese in Cross-Lingual Summarization EMNLP 2023

RethinkingTMSC: An Empirical Study for Target-Oriented Multimodal Sentiment Classification EMNLP 2023

Multi-Source Probing for Open-Domain Conversational Understanding EMNLP 2023

Re3Dial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training EMNLP 2023

Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning EMNLP 2023

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023

Consistency Regularization Training for Compositional Generalization ACL 2023

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023

Soft Language Clustering for Multilingual Model Pre-training ACL 2023

WebCPM: Interactive Web Search for Chinese Long-form Question Answering ACL 2023

Plug-and-Play Knowledge Injection for Pre-trained Language Models ACL 2023

Personality Understanding of Fictional Characters during Book Reading ACL 2023

Towards Unifying Multi-Lingual and Cross-Lingual Summarization ACL 2023

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ACL 2023

A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition ACL 2023

Rethinking the Word-level Quality Estimation for Machine Translation from Human Judgement ACL 2023

Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ACL 2023

Emergent Modularity in Pre-trained Transformers ACL 2023

Question-Interlocutor Scope Realized Graph Modeling over Key Utterances for Dialogue Reading Comprehension ACL 2023

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning ACL 2023

Recyclable Tuning for Continual Pre-training ACL 2023

RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023

BEVFormer v2: Adapting Modern Image Backbones to Bird's-Eye-View Recognition via Perspective Supervision CVPR 2023

Deep Factorized Metric Learning CVPR 2023

Skip-Plan: Procedure Planning in Instructional Videos via Condensed Action Space Learning ICCV 2023

LOGO: A Long-Form Video Dataset for Group Action Quality Assessment CVPR 2023

LingGe: An Automatic Ancient Chinese Poem-to-Song Generation System IJCAI 2023

Humming2Music: Being A Composer As Long As You Can Humming IJCAI 2023

Towards All-in-One Pre-Training via Maximizing Multi-Modal Mutual Information CVPR 2023

TCOVIS: Temporally Consistent Online Video Instance Segmentation ICCV 2023

CLIP-Cluster: CLIP-Guided Attribute Hallucination for Face Clustering ICCV 2023

SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving ICCV 2023

Unleashing Text-to-Image Diffusion Models for Visual Perception ICCV 2023

Bort: Towards Explainable Neural Networks with Bounded Orthogonal Constraint ICLR 2023

GAIN: On the Generalization of Instructional Action Understanding ICLR 2023

Transformer-Patcher: One Mistake Worth One Neuron ICLR 2023

AMixer: Adaptive Weight Mixing for Self-Attention Free Vision Transformers ECCV 2022

LiDAR Distillation: Bridging the Beam-Induced Domain Gap for 3D Object Detection ECCV 2022

ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis NAACL 2022

Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training NAACL 2022

Generating Authentic Adversarial Examples beyond Meaning-preserving with Doubly Round-trip Translation NAACL 2022

Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting NAACL 2022

On Transferability of Prompt Tuning for Natural Language Processing NAACL 2022

Knowledge Inheritance for Pre-trained Language Models NAACL 2022

MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022

Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues EMNLP 2022

ROSE: Robust Selective Fine-tuning for Pre-trained Language Models EMNLP 2022

Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment EMNLP 2022

Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP 2022

WeTS: A Benchmark for Translation Suggestion EMNLP 2022

Towards Robust k-Nearest-Neighbor Machine Translation EMNLP 2022

Exploring Mode Connectivity for Pre-trained Language Models EMNLP 2022

ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization EMNLP 2022

Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space EMNLP 2022

AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning EMNLP 2022

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022

Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA EMNLP 2022

Empathetic Dialogue Generation via Sensitive Emotion Recognition and Sensible Knowledge Selection EMNLP 2022

From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models EMNLP 2022

Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022

Findings of the WMT 2022 Shared Task on Translation Suggestion EMNLP 2022

Summer: WeChat Neural Machine Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022

BJTU-WeChat’s Systems for the WMT22 Chat Translation Task EMNLP 2022

High-Resolution and Arbitrary-Sized Chinese Landscape Painting Creation Based on Generative Adversarial Networks IJCAI 2022

CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction IJCAI 2022

Neutral Utterances are Also Causes: Enhancing Conversational Causal Emotion Entailment with Social Commonsense Knowledge IJCAI 2022

Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification IJCAI 2022

Uncertainty-Aware Representation Learning for Action Segmentation IJCAI 2022

SurroundDepth: Entangling Surrounding Views for Self-Supervised Multi-Camera Depth Estimation CORL 2022

ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis SEMEVAL 2022

HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NIPS 2022

P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting NIPS 2022

A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NIPS 2022

OrdinalCLIP: Learning Rank Prompts for Language-Guided Ordinal Regression NIPS 2022

RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022

Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ACL 2022

A Variational Hierarchical Model for Neural Cross-Lingual Summarization ACL 2022

CTRLEval: An Unsupervised Reference-Free Metric for Evaluating Controlled Text Generation ACL 2022

Conditional Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2022

MSCTD: A Multimodal Sentiment Chat Translation Dataset ACL 2022

Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022

Scheduled Multi-task Learning for Neural Chat Translation ACL 2022

Unsupervised Dependency Graph Network ACL 2022

Fully Hyperbolic Neural Networks ACL 2022

EAG: Extract and Generate Multi-way Aligned Corpus for Complete Multi-lingual Neural Machine Translation ACL 2022

BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL 2022

Dual Context-Guided Continuous Prompt Tuning for Few-Shot Learning ACL 2022

MoEfication: Transformer Feed-forward Layers are Mixtures of Experts ACL 2022

ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022

Selecting Stickers in Open-Domain Dialogue through Multitask Learning ACL 2022

Do Pre-trained Models Benefit Knowledge Graph Completion? A Reliable Evaluation and a Reasonable Approach ACL 2022

TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation COLING 2022

A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck COLING 2022

RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022

An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning COLING 2022

Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models COLING 2022

Categorizing Semantic Representations for Neural Machine Translation COLING 2022

TSAM: A Two-Stream Attention Model for Causal Emotion Entailment COLING 2022

Causal Intervention Improves Implicit Sentiment Analysis COLING 2022

Efficient Non-local Contrastive Attention for Image Super-resolution AAAI 2022

Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-Based Super-resolution AAAI 2022

HyperDet3D: Learning a Scene-Conditioned 3D Object Detector CVPR 2022

Stochastic Trajectory Prediction via Motion Indeterminacy Diffusion CVPR 2022

Bridge-Prompt: Towards Ordinal Action Understanding in Instructional Videos CVPR 2022

FineDiving: A Fine-Grained Dataset for Procedure-Aware Action Quality Assessment CVPR 2022

Back to Reality: Weakly-Supervised 3D Object Detection With Shape-Guided Label Enhancement CVPR 2022

Dimension Embeddings for Monocular 3D Object Detection CVPR 2022

Point-BERT: Pre-Training 3D Point Cloud Transformers With Masked Point Modeling CVPR 2022

DenseCLIP: Language-Guided Dense Prediction With Context-Aware Prompting CVPR 2022

Attributable Visual Similarity Learning CVPR 2022

SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation CVPR 2022

Shapley-NAS: Discovering Operation Contribution for Neural Architecture Search CVPR 2022

Shap-CAM: Visual Explanations for Convolutional Neural Networks Based on Shapley Value ECCV 2022

Label2Label: A Language Modeling Framework for Multi-Attribute Learning ECCV 2022

Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis ECCV 2022

Learning Series-Parallel Lookup Tables for Efficient Image Super-Resolution ECCV 2022

Dynamic Metric Learning with Cross-Level Concept Distillation ECCV 2022

Towards Making the Most of Dialogue Characteristics for Neural Chat Translation EMNLP 2021

Global Filter Networks for Image Classification NIPS 2021

DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification NIPS 2021

Topology-Imbalance Learning for Semi-Supervised Node Classification NIPS 2021

Boundary-Aware Geometric Encoding for Semantic Segmentation of Point Clouds AAAI 2021

SIMPLE: SIngle-network with Mimicking and Point Learning for Bottom-up Human Pose Estimation AAAI 2021

Multi-Proxy Wasserstein Classifier for Image Classification AAAI 2021

Aspect-Level Sentiment-Controllable Review Generation with Mutual Learning Framework AAAI 2021

Infusing Multi-Source Knowledge with Heterogeneous Graph Neural Network for Emotional Conversation Generation AAAI 2021

Faster Depth-Adaptive Transformers AAAI 2021

Guiding Non-Autoregressive Neural Machine Translation Decoding with Reordering Information AAAI 2021

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances ACL 2021

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation ACL 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning ACL 2021

Prevent the Language Model from being Overconfident in Neural Machine Translation ACL 2021

GTM: A Generative Triple-wise Model for Conversational Question Generation ACL 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021

Rethinking Stealthiness of Backdoor Attack against NLP Models ACL 2021

Modeling Bilingual Conversational Characteristics for Neural Chat Translation ACL 2021

CLEVE: Contrastive Pre-training for Event Extraction ACL 2021

Selective Knowledge Distillation for Neural Machine Translation ACL 2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation ACL 2021

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog ACL 2021

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation ACL 2021

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency ACL 2021

Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System ACL 2021

Unsupervised Knowledge Selection for Dialogue Generation ACL 2021

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction ACL 2021

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition ACL 2021

Toward Fully Exploiting Heterogeneous Corpus:A Decoupled Named Entity Recognition Model with Two-stage Training ACL 2021

Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder ACL 2021

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion ACL 2021

Attending via both Fine-tuning and Compressing ACL 2021

Confidence-Aware Scheduled Sampling for Neural Machine Translation ACL 2021

Self-Supervised Video Hashing via Bidirectional Transformers CVPR 2021

Structure-Aware Face Clustering on a Large-Scale Graph With 107 Nodes CVPR 2021

Objects Are Different: Flexible Monocular 3D Object Detection CVPR 2021

Deep Compositional Metric Learning CVPR 2021

Meta-Mining Discriminative Samples for Kinship Verification CVPR 2021

Pseudo Facial Generation With Extreme Poses for Face Recognition CVPR 2021

WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition CVPR 2021

Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression CVPR 2021

PV-RAFT: Point-Voxel Correlation Fields for Scene Flow Estimation of Point Clouds CVPR 2021

Is “hot pizza” Positive or Negative? Mining Target-aware Sentiment Lexicons EACL 2021

Dynamic Knowledge Distillation for Pre-trained Language Models EMNLP 2021

Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks EMNLP 2021

Improving Graph-based Sentence Ordering with Iteratively Predicted Pairwise Orderings EMNLP 2021

Scheduled Sampling Based on Decoding Steps for Neural Machine Translation EMNLP 2021

CodRED: A Cross-Document Relation Extraction Dataset for Acquiring Knowledge in the Wild EMNLP 2021

RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP Models EMNLP 2021

Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification EMNLP 2021

CascadeBERT: Accelerating Inference of Pre-trained Language Models via Calibrated Complete Models Cascade EMNLP 2021

An Iterative Multi-Knowledge Transfer Network for Aspect-Based Sentiment Analysis EMNLP 2021

Enhancing Visual Dialog Questioner with Entity-based Strategy Learning and Augmented Guesser EMNLP 2021

Competence-based Curriculum Learning for Multilingual Machine Translation EMNLP 2021

Constructing Emotional Consensus and Utilizing Unpaired Data for Empathetic Dialogue Generation EMNLP 2021

WeChat Neural Machine Translation Systems for WMT21 EMNLP 2021

Group-Aware Contrastive Regression for Action Quality Assessment ICCV 2021

Instance Similarity Learning for Unsupervised Feature Representation ICCV 2021

PoinTr: Diverse Point Cloud Completion With Geometry-Aware Transformers ICCV 2021

Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection ICCV 2021

Deep Relational Metric Learning ICCV 2021

RandomRooms: Unsupervised Pre-Training From Synthetic Shapes and Randomized Layouts for 3D Object Detection ICCV 2021

NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-View Stereo ICCV 2021

Generalizable Mixed-Precision Quantization via Attribution Rank Preservation ICCV 2021

Towards Interpretable Deep Metric Learning With Structural Matching ICCV 2021

Gait Recognition in the Wild: A Benchmark ICCV 2021

Human Trajectory Prediction via Counterfactual Analysis ICCV 2021

Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-Identification ICCV 2021

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances IJCNLP 2021

Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation IJCNLP 2021

ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning IJCNLP 2021

Prevent the Language Model from being Overconfident in Neural Machine Translation IJCNLP 2021

GTM: A Generative Triple-wise Model for Conversational Question Generation IJCNLP 2021

Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021

Rethinking Stealthiness of Backdoor Attack against NLP Models IJCNLP 2021

Modeling Bilingual Conversational Characteristics for Neural Chat Translation IJCNLP 2021

CLEVE: Contrastive Pre-training for Event Extraction IJCNLP 2021

Selective Knowledge Distillation for Neural Machine Translation IJCNLP 2021

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation IJCNLP 2021

GoG: Relation-aware Graph-over-Graph Network for Visual Dialog IJCNLP 2021

Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation IJCNLP 2021

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency IJCNLP 2021

Scheduled Dialog Policy Learning: An Automatic Curriculum Learning Framework for Task-oriented Dialog System IJCNLP 2021

Unsupervised Knowledge Selection for Dialogue Generation IJCNLP 2021

Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction IJCNLP 2021

Target-oriented Fine-tuning for Zero-Resource Named Entity Recognition IJCNLP 2021

Toward Fully Exploiting Heterogeneous Corpus:A Decoupled Named Entity Recognition Model with Two-stage Training IJCNLP 2021

Improving Gradient-based Adversarial Training for Text Classification by Contrastive Learning and Auto-Encoder IJCNLP 2021

KACC: A Multi-task Benchmark for Knowledge Abstraction, Concretization and Completion IJCNLP 2021

Attending via both Fine-tuning and Compressing IJCNLP 2021

Confidence-Aware Scheduled Sampling for Neural Machine Translation IJCNLP 2021

Context Tracking Network: Graph-based Context Modeling for Implicit Discourse Relation Recognition NAACL 2021

A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph EMNLP 2020

WeChat Neural Machine Translation Systems for WMT20 EMNLP 2020

ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation COLING 2020

One Comment from One Perspective: An Effective Strategy for Enhancing Automatic Music Comment COLING 2020

Contrastive Zero-Shot Learning for Cross-Domain Slot Filling with Adversarial Attack COLING 2020

Enhancing Pointer Network for Sentence Ordering with Pairwise Ordering Predictions AAAI 2020

Neural Gibbs Sampling for Joint Event Argument Extraction AACL 2020

SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis COLING 2020

Diversifying Dialogue Generation with Non-Conversational Text ACL 2020

Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL 2020

[RETRACTED] A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking ACL 2020

Learning to Recover from Multi-Modality Errors for Non-Autoregressive Neural Machine Translation ACL 2020

More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction AACL 2020

Structural Deep Metric Learning for Room Layout Estimation ECCV 2020

SceneEncoder: Scene-Aware Semantic Segmentation of Point Clouds with A Learnable Scene Descriptor IJCAI 2020

A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020

Hierarchy-Aware Global Model for Hierarchical Text Classification ACL 2020

Unsupervised Paraphrasing by Simulated Annealing ACL 2020

Deep Hashing with Active Pairwise Supervision ECCV 2020

Uncertainty-Aware Score Distribution Learning for Action Quality Assessment CVPR 2020

Structure-Preserving Super Resolution With Gradient Guidance CVPR 2020

Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation CVPR 2020

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds CVPR 2020

Deep Metric Learning via Adaptive Learnable Assessment CVPR 2020

BiDet: An Efficient Binarized Object Detector CVPR 2020

Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020

Minimizing the Bag-of-Ngrams Difference for Non-Autoregressive Neural Machine Translation AAAI 2020

Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification ECCV 2020

DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog AAAI 2020

ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation SEMEVAL 2020

Multi-Zone Unit for Recurrent Neural Networks AAAI 2020

Temporal Coherence or Temporal Motion: Which is More Critical for Video-based Person Re-identification? ECCV 2020

MetaDistiller: Network Self-Boosting via Meta-Learned Top-Down Distillation ECCV 2020

Graph-Based Social Relation Reasoning ECCV 2020

Reinforced Axial Refinement Network for Monocular 3D Object Detection ECCV 2020

Rotation-robust Intersection over Union for 3D Object Detection ECCV 2020

Spatial Geometric Reasoning for Room Layout Estimation via Deep Reinforcement Learning ECCV 2020

Token-level Adaptive Training for Neural Machine Translation EMNLP 2020

Multi-Unit Transformers for Neural Machine Translation EMNLP 2020

MAVEN: A Massive General Domain Event Detection Dataset EMNLP 2020

Disentangle-based Continual Graph Representation Learning EMNLP 2020

Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation EMNLP 2020

Learning from Context or Names? An Empirical Study on Neural Relation Extraction EMNLP 2020

MovieChats: Chat like Humans in a Closed Domain EMNLP 2020

NumNet: Machine Reading Comprehension with Numerical Reasoning IJCNLP 2019

Deep Meta Metric Learning ICCV 2019

Self-Critical Attention Learning for Person Re-Identification ICCV 2019

Robust Variational Bayesian Point Set Registration ICCV 2019

DocRED: A Large-Scale Document-Level Relation Extraction Dataset ACL 2019

Improving Multi-turn Dialogue Modelling with Utterance ReWriter ACL 2019

Incremental Transformer with Deliberation Decoder for Document Grounded Conversations ACL 2019

Enhanced Bayesian Compression via Deep Reinforcement Learning CVPR 2019

Deep Embedding Learning With Discriminative Sampling Policy CVPR 2019

UniformFace: Learning Deep Equidistributed Representation for Face Recognition CVPR 2019

COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis CVPR 2019

BridgeNet: A Continuity-Aware Probabilistic Network for Age Estimation CVPR 2019

Deep Fitting Degree Scoring Network for Monocular 3D Object Detection CVPR 2019

Structural Relational Reasoning of Point Clouds CVPR 2019

Learning Channel-Wise Interactions for Binary Convolutional Neural Networks CVPR 2019

Spherical Fractal Convolutional Neural Networks for Point Cloud Recognition CVPR 2019

Hardness-Aware Deep Metric Learning CVPR 2019

A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer IJCAI 2019

Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019

GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence Labeling ACL 2019

Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation ACL 2019

Towards Fine-grained Text Sentiment Transfer ACL 2019

Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation ACL 2019

GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding IJCNLP 2019

Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation IJCNLP 2019

Neighborhood Preserving Hashing for Scalable Video Retrieval ICCV 2019

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis IJCNLP 2019

HMEAE: Hierarchical Modular Event Argument Extraction IJCNLP 2019

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification IJCNLP 2019

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification EMNLP 2019

HMEAE: Hierarchical Modular Event Argument Extraction EMNLP 2019

A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis EMNLP 2019

NumNet: Machine Reading Comprehension with Numerical Reasoning EMNLP 2019

Enhancing Context Modeling with a Query-Guided Capsule Network for Document-level Translation EMNLP 2019

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding EMNLP 2019

Relaxation-Free Deep Hashing via Policy Gradient ECCV 2018

Learning Globally Optimized Object Detector via Policy Gradient CVPR 2018

Deep Hashing via Discrepancy Minimization CVPR 2018

GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning CVPR 2018

Graininess-Aware Deep Feature Learning for Pedestrian Detection ECCV 2018

Deep Reinforcement Learning with Iterative Shift for Visual Tracking ECCV 2018

Part-Activated Deep Reinforcement Learning for Action Prediction ECCV 2018

Deep Adversarial Metric Learning CVPR 2018

Deep Progressive Reinforcement Learning for Skeleton-Based Action Recognition CVPR 2018

Deep Variational Metric Learning ECCV 2018

Collaborative Deep Reinforcement Learning for Multi-Object Tracking ECCV 2018

Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking ECCV 2018

Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation ACL 2017

Runtime Neural Pruning NIPS 2017

ME-MD: An Effective Framework for Neural Machine Translation with Multiple Encoders and Decoders IJCAI 2017

Learning Deep Binary Descriptor With Multi-Quantization CVPR 2017

Consistent-Aware Deep Learning for Person Re-Identification in a Camera Network CVPR 2017

Learning Discriminative Aggregation Network for Video-Based Face Recognition ICCV 2017

Attention-Aware Deep Reinforcement Learning for Video Face Recognition ICCV 2017

Cross-Modal Deep Variational Hashing ICCV 2017

Deep Neural Machine Translation with Linear Associative Unit ACL 2017

Learning Compact Binary Descriptors With Unsupervised Deep Neural Networks CVPR 2016

Multi-Manifold Deep Metric Learning for Image Set Classification CVPR 2015

Deep Hashing for Compact Binary Codes Learning CVPR 2015

Multiple Feature Fusion via Weighted Entropy for Visual Tracking ICCV 2015

Simultaneous Local Binary Feature Learning and Encoding for Face Recognition ICCV 2015

Local Subspace Collaborative Tracking ICCV 2015

End-to-end learning of semantic role labeling using recurrent neural networks ACL 2015

End-to-end learning of semantic role labeling using recurrent neural networks IJCNLP 2015

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question NIPS 2015

A Convergence Rate Analysis for LogitBoost, MART and Their Variant ICML 2014

Smooth Representation Clustering CVPR 2014

Saving Evaluation Time for the Decision Function in Boosting: Representation and Reordering Base Learner ICML 2013

Cosegmentation and Cosketch by Unsupervised Learning ICCV 2013