Xiang Li

312 papers · 2013–2026 · 26 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (48) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (12) 🌍 Conference Polyglot (25) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (7) 🏠 Conference Loyalist (41) 🤝 Dynamic Duo (40) 👑 Triple Crown 🏆 Keyword Champion (2) 🏆 Grand Slam 👥 Mega-Team (71) 🔬 Deep Specialist (35) 🧬 Topic Evolution 🚀 Conference Pioneer ⚡ Prolific Year (66) 🔥 Unstoppable (11) 🗃️ Keyword Collector (154) 💎 Century Club (296) 📈 Trend Setter ❓ The Questioner (4)

Conferences

AAAI (43) NIPS (41) ACL (32) CVPR (25) EMNLP (23) IJCAI (18) ICLR (18) COLING (17) ICCV (17) MICCAI (14) ECCV (11) ICML (10) INTERSPEECH (9) NAACL (8) IJCNLP (5) WACV (5) NSDI (4) AISTATS (3) AACL (2) EACL (1) CORL (1) COLT (1) JMLR (1) MIDL (1) SEMEVAL (1) UAI (1)

Top co-authors

Jian Yang (42) Ming Gao (17) Bhiksha Raj (17) Jun Li (15) Quanzheng Li (12) Bin Wang (11) Qiushi Sun (10) Ming-Ming Cheng (10) Shuo Chen (9) Zhihua Zhang (9)

Research topics

Computer Vision (1) Optimization & Theory (1)

Keywords

large language model (27) object detection (18) knowledge distillation (17) contrastive learning (15) graph neural network (15) multimodal learning (13) model compression (11) neural network (10) representation learning (9) diffusion model (9) semi-supervised learning (8) attention mechanism (8) few-shot learning (7) self-supervised learning (7) unsupervised learning (7) text classification (7) convolutional neural network (7) transfer learning (7) zero-shot learning (6) vision-language model (6)

Papers

GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection AAAI 2026

Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection AAAI 2026

Strip R-CNN: Large Strip Convolution for Remote Sensing Object Detection AAAI 2026

Multiplex Heterogeneous Graph Neural Networks with Euclidean-Riemannian Mutual Space Synergy AAAI 2026

LPPG-RL: Lexicographically Projected Policy Gradient Reinforcement Learning with Subproblem Exploration AAAI 2026

Human Cognition Inspired RAG with Knowledge Graph for Complex Problem Solving AAAI 2026

Analyze–Compose–Execute: A Dynamic Dialogue Framework for Multi-Agent Debate AAAI 2026

Efficient Transcoder Adaptation for Fine-Tuned Models: Revealing Medical Reasoning Mechanisms in Large Language Models AAAI 2026

Unsupervised Text Style Transfer for Controllable Intensity EACL 2026

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026

TCoT: Trajectory Chain-of-Thoughts for Robotic Manipulation with Failure Recovery in Vision-Language-Action Model AAAI 2026

GeoBayes: Probabilistic Image Geo-Localization Inference via Sequential Bayesian Updating AAAI 2026

SpatioTemporal Difference Network for Video Depth Super-Resolution AAAI 2026

SM3Det: A Unified Model for Multi-Modal Remote Sensing Object Detection AAAI 2026

DenoDet V2: Phase-Amplitude Cross Denoising for SAR Object Detection AAAI 2026

Ego-PMOVE: Prompt-aware Mixture of View Experts Network for Egocentric Gaze Prediction AAAI 2026

SimpleVQA: Multimodal Factuality Evaluation for Multimodal Large Language Models ICCV 2025

Advancing Textual Prompt Learning with Anchored Attributes ICCV 2025

Backdoor Attacks on Neural Networks via One-Bit Flip ICCV 2025

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data ICLR 2025

ECHOPulse: ECG Controlled Echocardio-gram Video Generation ICLR 2025

OpenVid-1M: A Large-Scale High-Quality Dataset for Text-to-video Generation ICLR 2025

LLaRA: Supercharging Robot Learning Data for Vision-Language Policy ICLR 2025

Semi-Supervised Vision-Centric 3D Occupancy World Model for Autonomous Driving ICLR 2025

Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025

Text Detoxification: Data Efficiency, Semantic Preservation and Model Generalization EMNLP 2025

LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts EMNLP 2025

Multimodal Document-level Triple Extraction via Dynamic Graph Enhancement and Relation-Aware Reflection EMNLP 2025

ASD-iLLM:An Intervention Large Language Model for Autistic Children based on Real Clinical Dialogue Intervention Dataset EMNLP 2025

CAARMA: Class Augmentation with Adversarial Mixup Regularization EMNLP 2025

TF-Mamba: Text-enhanced Fusion Mamba with Missing Modalities for Robust Multimodal Sentiment Analysis EMNLP 2025

SGCD: Subtask-Guided Causal-Debiasing Framework for Robust Cross-Utterance Sentiment Quadruple Extraction in Dialogues EMNLP 2025

Permitted Knowledge Boundary: Evaluating the Knowledge-Constrained Responsiveness of Large Language Models EMNLP 2025

DeMAC: Enhancing Multi-Agent Coordination with Dynamic DAG and Manager-Player Feedback EMNLP 2025

Mitigating Spurious Correlations via Counterfactual Contrastive Learning EMNLP 2025

Multi-Modal Large Language Model with RAG Strategies in Soccer Commentary Generation WACV 2025

DISTA-Net: Dynamic Closely-Spaced Infrared Small Target Unmixing ICCV 2025

UniTMGE: Uniform Text-Motion Generation and Editing Model via Diffusion WACV 2025

GroundingMate: Aiding Object Grounding for Goal-Oriented Vision-and-Language Navigation WACV 2025

Corruption-Robust Variance-aware Algorithms for Generalized Linear Bandits under Heavy-tailed Rewards UAI 2025

Holmes: Localizing Irregularities in LLM Training with Mega-scale GPU Clusters NSDI 2025

Unlocking ECMP Programmability for Precise Traffic Control NSDI 2025

PRDetect: Perturbation-Robust LLM-generated Text Detection Based on Syntax Tree NAACL 2025

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization NAACL 2025

From Words to Worth: Newborn Article Impact Prediction with LLM AAAI 2025

Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised Detection AAAI 2025

Hierarchically Controlled Deformable 3D Gaussians for Talking Head Synthesis AAAI 2025

Leveraging Large Language Models for Node Generation in Few-Shot Learning on Text-Attributed Graphs AAAI 2025

Coupling-based Convergence Diagnostic and Stepsize Scheme for Stochastic Gradient Descent AAAI 2025

TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning AAAI 2025

Every Opinion Matters: Evaluating and Building Models with Pluralistic Views AAAI 2025

SEAGraph: Unveiling the Whole Story of Paper Review Comments AACL 2025

SAMed-2: Selective Memory Enhanced Medical Segment Anything Model MICCAI 2025

MS-IQA: A Multi-Scale Feature Fusion Network for PET/CT Image Quality Assessment MICCAI 2025

MAST-Pro: Dynamic Mixture-of-Experts for Adaptive Segmentation of Pan-Tumors with Knowledge-Driven Prompts MICCAI 2025

LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical Images MICCAI 2025

Leveraging Diffusion Models for Continual Test-Time Adaptation in Fundus Image Classification MICCAI 2025

Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics MICCAI 2025

Multi-level Relevance Document Identifier Learning for Generative Retrieval ACL 2025

Demystifying Small Language Models for Edge Deployment ACL 2025

Initializing and Retrofitting Key-Value Adaptors for Traceable Model Editing ACL 2025

A Survey of LLM-based Agents in Medicine: How far are we from Baymax? ACL 2025

Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025

See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models ACL 2025

Enhancing LLM-based Hatred and Toxicity Detection with Meta-Toxic Knowledge Graph ACL 2025

XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025

LogiGraph: Logical Reasoning with Contrastive Learning and Lightweight Graph Networks COLING 2025

SKIntern: Internalizing Symbolic Knowledge for Distilling Better CoT Capabilities into Small Language Models COLING 2025

Idea23D: Collaborative LMM Agents Enable 3D Model Generation from Interleaved Multimodal Inputs COLING 2025

Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025

Impromptu Cybercrime Euphemism Detection COLING 2025

SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025

Not All Layers of LLMs Are Necessary During Inference IJCAI 2025

MaskDGNN: Self-Supervised Dynamic Graph Neural Networks with Activeness-aware Temporal Masking IJCAI 2025

Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective ICML 2025

Preference Adaptive and Sequential Text-to-Image Generation ICML 2025

Masked Autoencoders Are Effective Tokenizers for Diffusion Models ICML 2025

Rethinking Point Cloud Data Augmentation: Topologically Consistent Deformation ICML 2025

InstanceCap: Improving Text-to-Video Generation via Instance-aware Structured Caption CVPR 2025

HSI-GPT: A General-Purpose Large Scene-Motion-Language Model for Human Scene Interaction CVPR 2025

SoftVQ-VAE: Efficient 1-Dimensional Continuous Tokenizer CVPR 2025

Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation CVPR 2025

RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark CVPR 2025

Multi-Sensor Object Anomaly Detection: Unifying Appearance, Geometry, and Internal Properties CVPR 2025

Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video ICLR 2025

Understanding Long Videos with Multimodal Language Models ICLR 2025

ImageFolder: Autoregressive Image Generation with Folded Tokens ICLR 2025

Let Your Features Tell The Differences: Understanding Graph Convolution By Feature Splitting ICLR 2025

Efficient LLM Jailbreak via Adaptive Dense-to-sparse Constrained Optimization NIPS 2024

Decoding Natural Images from EEG for Object Recognition ICLR 2024

Distilling Knowledge from Large-Scale Image Models for Object Detection ECCV 2024

Cascade Prompt Learning for Visual-Language Model Adaptation ECCV 2024

Boosting Language Models Reasoning with Chain-of-Knowledge Prompting ACL 2024

KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction ACL 2024

Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation ACL 2024

Teaching Small Language Models to Reason for Knowledge-Intensive Multi-Hop Question Answering ACL 2024

Visual In-Context Learning for Large Vision-Language Models ACL 2024

Speakers Unembedded: Embedding-free Approach to Long-form Neural Diarization INTERSPEECH 2024

VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding NIPS 2024

Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning NIPS 2024

Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes NIPS 2024

Suitable is the Best: Task-Oriented Knowledge Fusion in Vulnerability Detection NIPS 2024

Slight Corruption in Pre-training Data Makes Better Diffusion Models NIPS 2024

SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object Detection NIPS 2024

3DCoMPaT200: Language Grounded Large-Scale 3D Vision Dataset for Compositional Recognition NIPS 2024

Novel Object Synthesis via Adaptive Text-Image Harmony NIPS 2024

RisQNet: Rescuing SMEs from Financial Shocks with a Novel Networked-Loan Risk Assessment IJCAI 2024

No Regularization Is Needed: Efficient and Effective Incomplete Label Distribution Learning IJCAI 2024

CrossKD: Cross-Head Knowledge Distillation for Object Detection CVPR 2024

Uni3DL: A Unified Model for 3D Vision-Language Understanding ECCV 2024

Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024

R^2-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations ECCV 2024

Parameter-Agnostic Optimization under Relaxed Smoothness AISTATS 2024

Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction MICCAI 2024

MegaScale: Scaling Large Language Model Training to More Than 10,000 GPUs NSDI 2024

Cache-Driven Spatial Test-Time Adaptation for Cross-Modality Medical Image Segmentation MICCAI 2024

A Random Projection Approach to Personalized Federated Learning: Enhancing Communication Efficiency, Robustness, and Fairness JMLR 2024

CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models NAACL 2024

Training-free Multi-objective Diffusion Model for 3D Molecule Generation ICLR 2024

MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models ICLR 2024

Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis EMNLP 2024

Biomedical Visual Instruction Tuning with Clinician Preference Alignment NIPS 2024

Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NIPS 2024

Cross-model Control: Improving Multiple Large Language Models in One-time Training NIPS 2024

DCDepth: Progressive Monocular Depth Estimation in Discrete Cosine Domain NIPS 2024

Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations NIPS 2024

In-Hand 3D Object Reconstruction from a Monocular RGB Video AAAI 2024

DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object Detection AAAI 2024

AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization AAAI 2024

AG-LSEC: Audio Grounded Lexical Speaker Error Correction INTERSPEECH 2024

AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework COLING 2024

Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition COLING 2024

Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives COLING 2024

MMAD:Multi-modal Movie Audio Description COLING 2024

MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024

Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024

Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure NIPS 2024

TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024

Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query NAACL 2024

Planning and Editing What You Retrieve for Enhanced Tool Learning NAACL 2024

AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition NAACL 2024

QDFormer: Towards Robust Audiovisual Segmentation in Complex Environments with Quantization-based Semantic Decomposition CVPR 2024

VA3: Virtually Assured Amplification Attack on Probabilistic Copyright Protection for Text-to-Image Generative Models CVPR 2024

PromptKD: Unsupervised Prompt Distillation for Vision-Language Models CVPR 2024

Completing Visual Objects via Bridging Generation and Segmentation ICML 2024

Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024

A General Framework for Learning from Weak Supervision ICML 2024

Volumetric Conditional Score-based Residual Diffusion Model for PET/MR Denoising MICCAI 2024

Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting MICCAI 2024

Hallucination Index: An Image Quality Metric for Generative Reconstruction Models MICCAI 2024

F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction MICCAI 2024

Diffusion-Enhanced Transformation Consistency Learning for Retinal Image Segmentation MICCAI 2024

CryoSAM: Training-free CryoET Tomogram Segmentation with Foundation Models MICCAI 2024

UniAudio 1.5: Large Language Model-Driven Audio Codec is A Few-Shot Audio Task Learner NIPS 2024

DLGSANet: Lightweight Dynamic Local and Global Self-Attention Networks for Image Super-Resolution ICCV 2023

PaintSeg: Painting Pixels for Training-free Segmentation NIPS 2023

LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings NIPS 2023

A Unified Solution for Privacy and Communication Efficiency in Vertical Federated Learning NIPS 2023

DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning NIPS 2023

Learning to Compress Prompts with Gist Tokens NIPS 2023

Fine-Grained Visual Prompting NIPS 2023

YouTubePD: A Multimodal Benchmark for Parkinson’s Disease Analysis NIPS 2023

Two Sides of One Coin: the Limits of Untuned SGD and the Power of Adaptive Methods NIPS 2023

Panoramic Video Salient Object Detection with Ambisonic Audio Guidance AAAI 2023

LWSIS: LiDAR-Guided Weakly Supervised Instance Segmentation for Autonomous Driving AAAI 2023

Curriculum Temperature for Knowledge Distillation AAAI 2023

DesNet: Decomposed Scale-Consistent Network for Unsupervised Depth Completion AAAI 2023

Recurrent Structure Attention Guidance for Depth Super-resolution AAAI 2023

Structure Flow-Guided Network for Real Depth Super-resolution AAAI 2023

Decision-Making Context Interaction Network for Click-Through Rate Prediction AAAI 2023

PGSS: Pitch-Guided Speech Separation AAAI 2023

Multi-Target Semantic Parsing with Collaborative Deliberation Network AACL 2023

Exploring Better Text Image Translation with Multimodal Codebook ACL 2023

Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023

S3HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering ACL 2023

When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario ACL 2023

The Xiaomi AI Lab’s Speech Translation Systems for IWSLT 2023 Offline Task, Simultaneous Task and Speech-to-Speech Task ACL 2023

Statistical Analysis of Karcher Means for Random Restricted PSD Matrices AISTATS 2023

A Statistical Analysis of Polyak-Ruppert Averaged Q-Learning AISTATS 2023

Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction CVPR 2023

MoStGAN-V: Video Generation With Temporal Motion Styles CVPR 2023

GradMA: A Gradient-Memory-Based Accelerated Federated Learning With Alleviated Catastrophic Forgetting CVPR 2023

Towards Noise-Tolerant Speech-Referring Video Object Segmentation: Bridging Speech and Text EMNLP 2023

Exploring All-In-One Knowledge Distillation Framework for Neural Machine Translation EMNLP 2023

OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding EMNLP 2023

DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023

Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning EMNLP 2023

Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023

Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation EMNLP 2023

In-Image Neural Machine Translation with Segmented Pixel Sequence-to-Sequence Model EMNLP 2023

ADNet: Lane Shape Prediction via Anchor Decomposition ICCV 2023

Video State-Changing Object Segmentation ICCV 2023

HopFIR: Hop-wise GraphFormer with Intragroup Joint Refinement for 3D Human Pose Estimation ICCV 2023

Robust Referring Video Object Segmentation with Cyclic Structural Consensus ICCV 2023

FishNet: A Large-scale Dataset and Benchmark for Fish Recognition, Detection, and Functional Trait Prediction ICCV 2023

Large Selective Kernel Network for Remote Sensing Object Detection ICCV 2023

Creative Birds: Self-Supervised Single-View 3D Style Transfer ICCV 2023

Explaining Temporal Graph Models through an Explorer-Navigator Framework ICLR 2023

TiAda: A Time-scale Adaptive Algorithm for Nonconvex Minimax Optimization ICLR 2023

Near-optimal Policy Identification in Active Reinforcement Learning ICLR 2023

Distortion and Uncertainty Aware Loss for Panoramic Depth Completion ICML 2023

Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint IJCAI 2023

Compositional Zero-Shot Artistic Font Synthesis IJCAI 2023

Multi-Target Semantic Parsing with Collaborative Deliberation Network IJCNLP 2023

The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features INTERSPEECH 2023

Lexical Speaker Error Correction: Leveraging Language Models for Speaker Diarization Error Correction INTERSPEECH 2023

Diverse and Expressive Speech Prosody Prediction with Denoising Diffusion Probabilistic Model INTERSPEECH 2023

Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022

A Neural Network Architecture for Program Understanding Inspired by Human Behaviors ACL 2022

Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network ACL 2022

Statistical Estimation and Online Inference via Local SGD COLT 2022

Diffusion-LM Improves Controllable Text Generation NIPS 2022

Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation AAAI 2022

Towards Robust Neural Machine Translation with Iterative Scheduled Data-Switch Training COLING 2022

Finding Global Homophily in Graph Neural Networks When Meeting Heterophily ICML 2022

Hybrid Instance-Aware Temporal Fusion for Online Video Instance Segmentation AAAI 2022

BIT-Xiaomi’s System for AutoSimTrans 2022 NAACL 2022

Detecting Relevant Differences Between Similar Legal Texts EMNLP 2022

Content-Dependent Fine-Grained Speaker Embedding for Zero-Shot Speaker Adaptation in Text-to-Speech Synthesis INTERSPEECH 2022

Towards Cross-speaker Reading Style Transfer on Audiobook Dataset INTERSPEECH 2022

CALM: Constrastive Cross-modal Speaking Style Modeling for Expressive Text-to-Speech Synthesis INTERSPEECH 2022

Weakly Supervised Text Classification using Supervision Signals from a Language Model NAACL 2022

Dynamic MLP for Fine-Grained Image Classification by Leveraging Geographical and Temporal Information CVPR 2022

CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction COLING 2022

CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure EMNLP 2022

Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022

StARformer: Transformer with State-Action-Reward Representations for Visual Reinforcement Learning ECCV 2022

RigNet: Repetitive Image Guided Network for Depth Completion ECCV 2022

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder COLING 2022

JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022

The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022 ACL 2022

RecursiveMix: Mixed Learning with History NIPS 2022

DTG-SSOD: Dense Teacher Guidance for Semi-Supervised Object Detection NIPS 2022

Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization NIPS 2022

Personalized Federated Learning towards Communication Efficiency, Robustness and Fairness NIPS 2022

Does Self-supervised Learning Really Improve Reinforcement Learning from Pixels? NIPS 2022

Asymptotic Behaviors of Projected Stochastic Approximation: A Jump Diffusion Perspective NIPS 2022

TRITON: Neural Neural Textures for Better Sim2Real CORL 2022

PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection ECCV 2022

CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning IJCAI 2022

RAW-GNN: RAndom Walk Aggregation based Graph Neural Network IJCAI 2022

Multi-modal Masked Pre-training for Monocular Panoramic Depth Completion ECCV 2022

Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation ACL 2021

Reinforcement Learning Enhanced Explainer for Graph Neural Networks NIPS 2021

Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021

Generalized Focal Loss V2: Learning Reliable Localization Quality Estimation for Dense Object Detection CVPR 2021

Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval ICLR 2021

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction Without Convolutions ICCV 2021

Regularizing Nighttime Weirdness: Efficient Self-Supervised Monocular Depth Estimation in the Dark ICCV 2021

The Image Local Autoregressive Transformer NIPS 2021

Real-Time Gait-Based Age Estimation and Gender Classification From a Single Image WACV 2021

HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection SEMEVAL 2021

Capturing Delayed Feedback in Conversion Rate Prediction via Elapsed-Time Sampling AAAI 2021

Improving Tree-Structured Decoder Training for Code Generation via Mutual Learning AAAI 2021

Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation IJCNLP 2021

HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection IJCNLP 2021

Towards Multi-Scale Style Control for Expressive Speech Synthesis INTERSPEECH 2021

HITSZ-HLT at SemEval-2021 Task 5: Ensemble Sequence Labeling and Span Boundary Detection for Toxic Span Detection ACL 2021

Modeling Discourse Structure for Document-level Neural Machine Translation ACL 2020

Gait Recognition from a Single Image using a Phase-Aware Gait Cycle Reconstruction Network ECCV 2020

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection NIPS 2020

Gait Recognition via Semi-supervised Disentangled Representation Learning to Identity and Covariate Features CVPR 2020

Improving One-Shot NAS by Suppressing the Posterior Fading CVPR 2020

Few-Shot Learning of Part-Specific Probability Space for 3D Shape Segmentation CVPR 2020

FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation CVPR 2020

An Iterative Multi-Source Mutual Knowledge Transfer Framework for Machine Reading Comprehension IJCAI 2020

Neuron-level Structured Pruning using Polarization Regularizer NIPS 2020

Improving Local Identifiability in Probabilistic Box Embeddings NIPS 2020

Xiaomi’s Submissions for IWSLT 2020 Open Domain Translation Task ACL 2020

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ACL 2020

Scalog: Seamless Reconfiguration and Total Order in a Scalable Shared Log NSDI 2020

Safe Sample Screening for Robust Support Vector Machine AAAI 2020

Quadruply Stochastic Gradient Method for Large Scale Nonlinear Semi-Supervised Ordinal Regression AUC Optimization AAAI 2020

Do Subsampled Newton Methods Work for High-Dimensional Data? AAAI 2020

Understanding the Disharmony between Weight Normalization Family and Weight Decay AAAI 2020

On the Convergence of FedAvg on Non-IID Data ICLR 2020

Group-Attention Single-Shot Detector (GA-SSD): Finding Pulmonary Nodules in Large-Scale CT Images MIDL 2019

A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning NIPS 2019

Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration NIPS 2019

Smoothing the Geometry of Probabilistic Box Embeddings ICLR 2019

Shape Robust Text Detection With Progressive Scale Expansion Network CVPR 2019

Selective Kernel Networks CVPR 2019

Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019

Spectral Clustering in Heterogeneous Information Networks AAAI 2019

Inter-Class Angular Loss for Convolutional Neural Networks AAAI 2019

Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization IJCAI 2019

Scalable Semi-Supervised SVM via Triply Stochastic Gradients IJCAI 2019

Dynamic Feature Fusion for Semantic Edge Detection IJCAI 2019

Joint Optimization of Tree-based Index and Deep Model for Recommender Systems NIPS 2019

Enhancing Low Light Videos by Exploring High Sensitivity Camera Noise ICCV 2019

ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019

Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal CVPR 2018

Mixed Link Networks IJCAI 2018

Faster Training Algorithms for Structured Sparsity-Inducing Norm IJCAI 2018

Pelee: A Real-Time Object Detection System on Mobile Devices NIPS 2018

Probabilistic Embedding of Knowledge Graphs with Box Lattice Measures ACL 2018

Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation ECCV 2018

Adversarial Metric Learning IJCAI 2018

Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction IJCAI 2018

Adversarial Open-World Person Re-Identification ECCV 2018

Few-Shot Charge Prediction with Discriminative Legal Attributes COLING 2018

Joint Intensity and Spatial Metric Learning for Robust Gait Recognition CVPR 2017

StalemateBreaker: A Proactive Content-Introducing Approach to Automatic Human-Computer Conversation IJCAI 2016

Top-Push Video-Based Person Re-Identification CVPR 2016

Commonsense Knowledge Base Completion ACL 2016

LightRNN: Memory and Computation-Efficient Recurrent Neural Networks NIPS 2016

Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization ACL 2015

Multi-Scale Learning for Low-Resolution Person Re-Identification ICCV 2015

Partial Person Re-Identification ICCV 2015

Data Sparseness in Linear SVM IJCAI 2015

Tackling Sparsity, the Achilles Heel of Social Networks: Language Model Smoothing via Social Regularization IJCNLP 2015

Iterative Transformation of Annotation Guidelines for Constituency Parsing ACL 2013