Jie Liu

103 papers · 2012–2026 · 24 conferences · across top CS/AI conferences

Achievements

🗺️ Taxonomy Completionist (23) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (23) 🏃 Academic Marathon (13) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏠 Conference Loyalist (22) 👥 Mega-Team (20) 🏆 Keyword Champion 🏆 Grand Slam 🔬 Deep Specialist (13) 💎 Century Club (95) 🚀 Conference Pioneer 📈 Trend Setter 🗃️ Keyword Collector (51) ⚡ Prolific Year (19) 🔥 Unstoppable (14)

Conferences

AAAI (22) ACL (15) CVPR (12) ICCV (7) IJCAI (6) NIPS (4) ICML (4) ECCV (4) EMNLP (4) INTERSPEECH (3) ICLR (3) COLING (3) AISTATS (2) IJCNLP (2) MICCAI (2) NSDI (2) EACL (1) CONLL (1) ACML (1) JMLR (1) NAACL (1) AACL (1) RSS (1) UAI (1)

Top co-authors

Gangshan Wu (9) Jie Tang (9) Wanli Ouyang (8) Jiaheng Liu (6) Efstratios Gavves (6) Jan-Jakob Sonke (6) Zhanhui Zhou (5) David Page (5) Min Zhang (5) Xingyuan Bu (4)

Keywords

large language model (15) multimodal learning (7) model compression (5) text generation (5) prototype learning (4) reinforcement learning (4) semantic segmentation (4) image super-resolution (4) representation learning (4) knowledge distillation (4) graph neural network (4) vision-language model (3) convolutional neural network (3) language model (3) retrieval-augmented generation (3) social media analysis (3) object detection (3) attention mechanism (3) benchmark evaluation (3) few-shot learning (3)

Papers

COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values EACL 2026

Enhanced Recommendation Systems with Retrieval-Augmented Large Language Model (Abstract Reprint) AAAI 2026

ALERT: Adversarial Learning Enhanced Stability-aware Routing Transformer for Adaptive Depression Detection AAAI 2026

Learning to Generate Structured Meshes with In-Context: Toward Generalization in Mesh Generation AAAI 2026

TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking AAAI 2026

CaTFormer: Causal Temporal Transformer with Dynamic Contextual Fusion for Driving Intention Prediction AAAI 2026

Stop Mixing Things Up! BISCUIT Teaches Vision-Language Models to Learn New Concepts from Images on the Spot AAAI 2026

Dual-Branch Asymmetric Discrepancy Learning Based on Fake Image Pattern-Coexistence for AI-Generated Image Detection AAAI 2026

QSpell 250K: A Large-Scale, Practical Dataset for Chinese Search Query Spell Correction NAACL 2025

E4: Energy-Efficient DNN Inference for Edge Video Analytics via Early Exiting and DVFS AAAI 2025

DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching AAAI 2025

Both Supply and Precision: Sample Debias and Ranking Consistency Joint Learning for Large Scale Pre-Ranking System AAAI 2025

K-hop Hypergraph Neural Network: A Comprehensive Aggregation Approach AAAI 2025

SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing AACL 2025

In-the-wild Audio Spatialization with Flexible Text-guided Localization ACL 2025

GUI-explorer: Autonomous Exploration and Mining of Transition-aware Knowledge for GUI Agent ACL 2025

AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration ACL 2025

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models ACL 2025

Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation ACL 2025

RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025

The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents ACL 2025

T-MES: Trait-Aware Mix-of-Experts Representation Learning for Multi-trait Essay Scoring COLING 2025

Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025

Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing CVPR 2025

Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks CVPR 2025

Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression CVPR 2025

AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning CVPR 2025

CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution CVPR 2025

KCS: Diversify Multi-hop Question Generation with Knowledge Composition Sampling EMNLP 2025

Convolutional LoRA Aggregation for Unseen Tasks Adaptation EMNLP 2025

CDT: A Comprehensive Capability Framework for Large Language Models Across Cognition, Domain, and Task EMNLP 2025

Test-time Adaptation for Foundation Medical Segmentation Model Without Parametric Updates ICCV 2025

Probabilistic Prototype Calibration of Vision-language Models for Generalized Few-shot Semantic Segmentation ICCV 2025

CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation ICLR 2025

Determine-Then-Ensemble: Necessity of Top-k Union for Large Language Model Ensembling ICLR 2025

Probabilistic Interactive 3D Segmentation with Hierarchical Neural Processes ICML 2025

PEINR: A Physics-enhanced Implicit Neural Representation for High-Fidelity Flow Field Reconstruction ICML 2025

SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing IJCNLP 2025

Paired Image Generation with Diffusion-Guided Diffusion Models MICCAI 2025

GraphReader: Building Graph-based Agent to Enhance Long-Context Abilities of Large Language Models EMNLP 2024

OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems ACL 2024

Sketch and Refine: Towards Fast and Accurate Lane Detection AAAI 2024

Domain Adaptation with Cauchy-Schwarz Divergence UAI 2024

DDK: Distilling Domain Knowledge for Efficient Large Language Models NIPS 2024

THGFormer: Time-Aware Hypergraph Learning for Multimodal Social Media Popularity Prediction (Student Abstract) AAAI 2024

LF-ViT: Reducing Spatial Redundancy in Vision Transformer for Efficient Image Recognition AAAI 2024

Hierarchical Aligned Multimodal Learning for NER on Tweet Posts AAAI 2024

A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning AAAI 2024

AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis CVPR 2024

Beyond One-Preference-Fits-All Alignment: Multi-Objective Direct Preference Optimization ACL 2024

GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph MICCAI 2024

Multi-Modal Automatic Prosody Annotation with Contrastive Pretraining of Speech-Silence and Word-Punctuation INTERSPEECH 2024

ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024

Emulated Disalignment: Safety Alignment for Large Language Models May Backfire! ACL 2024

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024

Weak-to-Strong Search: Align Large Language Models via Searching over Small Language Models NIPS 2024

Click Prompt Learning with Optimal Transport for Interactive Segmentation ECCV 2024

GTPT: Group-based Token Pruning Transformer for Efficient Human Pose Estimation ECCV 2024

Imbalanced Node Classification Beyond Homophilic Assumption IJCAI 2023

ACE: Cooperative Multi-Agent Q-learning with Bidirectional Action-Dependency AAAI 2023

TranUSR: Phoneme-to-word Transcoder Based Unified Speech Representation Learning for Cross-lingual Speech Recognition INTERSPEECH 2023

Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023

AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks NIPS 2023

Efficient Reinforcement Learning for Autonomous Driving with Parameterized Skills and Priors RSS 2023

CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection ICCV 2023

Robust Object Modeling for Visual Tracking ICCV 2023

Animal3D: A Comprehensive Dataset of 3D Animal Pose and Shape ICCV 2023

From Coarse to Fine: Hierarchical Pixel Integration for Lightweight Image Super-resolution AAAI 2023

Video Frame Interpolation with Densely Queried Bilateral Correlation IJCAI 2023

Topology Imbalance and Relation Inauthenticity Aware Hierarchical Graph Attention Networks for Fake News Detection COLING 2022

Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation CVPR 2022

SimT: Handling Open-Set Noise for Domain Adaptive Semantic Segmentation CVPR 2022

Unknown-Oriented Learning for Open Set Domain Adaptation ECCV 2022

MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022

Promoting Saliency From Depth: Deep Unsupervised RGB-D Saliency Detection ICLR 2022

Multi-Scale Distillation from Multiple Graph Neural Networks AAAI 2022

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 IJCNLP 2021

Federated Learning with Dynamic Transformer for Text to Speech INTERSPEECH 2021

Dynamic Context-Sensitive Filtering Network for Video Salient Object Detection ICCV 2021

Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021

Semantics of the Unwritten: The Effect of End of Paragraph and Sequence Tokens on Text Generation with GPT2 ACL 2021

Bidirectional Machine Reading Comprehension for Aspect Sentiment Triplet Extraction AAAI 2021

Scale-Aware Graph Neural Network for Few-Shot Semantic Segmentation CVPR 2021

Inception Convolution With Efficient Dilation Search CVPR 2021

Understanding and Improving Proximity Graph Based Maximum Inner Product Search AAAI 2020

Synchronous Double-channel Recurrent Network for Aspect-Opinion Pair Extraction ACL 2020

Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction IJCAI 2020

Hiring Now: A Skill-Aware Multi-Attention Model for Job Posting Generation ACL 2020

Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection ECCV 2020

Residual Feature Aggregation Network for Image Super-Resolution CVPR 2020

Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020

Network Embedding with Dual Generation Tasks IJCAI 2019

Hashtag2Vec: Learning Hashtag Representation with Relational Hierarchical Embedding Model IJCAI 2018

SARAH: A Novel Method for Machine Learning Problems Using Stochastic Recursive Gradient ICML 2017

PHD: A Probabilistic Model of Hybrid Deep Collaborative Filtering for Recommender Systems ACML 2017

Structure-Leveraged Methods in Breast Cancer Risk Prediction JMLR 2016

FastRoute: A Scalable Load-Aware Anycast Routing Architecture for Modern CDNs NSDI 2015

Multiple Testing under Dependence via Semiparametric Graphical Models ICML 2014

DECAF: Detecting and Characterizing Ad Fraud in Mobile Apps NSDI 2014

Learning Heterogeneous Hidden Markov Random Fields AISTATS 2014

Bayesian Estimation of Latently-grouped Parameters in Undirected Graphical Models NIPS 2013

High-Dimensional Structured Feature Screening Using Binary Markov Random Fields AISTATS 2012

Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution CONLL 2012