← Authors

Fei Wu

167 papers · 2010–2026 · 18 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (6) πŸƒ Academic Marathon (15) 🌍 Conference Polyglot (17) πŸ—ΊοΈ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (25) 🌟 Keyword Trendsetter Combo (5) 🀝 Dynamic Duo (53) πŸ‘‘ Triple Crown 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ† Grand Slam πŸ‘₯ Mega-Team (29) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (16) ⚑ Prolific Year (32) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ’Ž Century Club (164) πŸ—ƒοΈ Keyword Collector (64) πŸ”₯ Unstoppable (11)

Conferences

AAAI (27) ACL (23) EMNLP (21) IJCAI (19) ICML (13) CVPR (12) ICLR (11) NIPS (9) NAACL (7) COLING (6) ICCV (5) IJCNLP (4) MICCAI (3) INTERSPEECH (2) WACV (2) ECCV (1) EACL (1) OSDI (1)

Top co-authors

Kun Kuang (53) Jiwei Li (24) Zhou Zhao (22) Yueting Zhuang (21) Shengyu Zhang (20) Siliang Tang (15) Yuxian Meng (15) Xiaofei Sun (14) Yiquan Wu (13) Changlong Sun (12)

Research topics

Privacy (2) Education (2) Digital Humanities (1)

Keywords

large language model (17) attention mechanism (10) causal inference (9) text classification (9) named entity recognition (8) video understanding (8) reinforcement learning (7) text generation (7) representation learning (7) multimodal learning (7) contrastive learning (6) neural network (6) domain adaptation (6) graph neural network (6) legal judgment prediction (5) knowledge distillation (5) knowledge graph (5) few-shot learning (5) active learning (5) machine reading comprehension (4)

Papers

InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization AAAI 2026
JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction AAAI 2026
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026
Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025
Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025
Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025
STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025
EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation ICLR 2025
Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program ICCV 2025
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025
Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025
UniLR: Unleashing the Power of LLMs on Multiple Legal Tasks with a Unified Legal Retriever ACL 2025
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference ACL 2025
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts ACL 2025
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration ACL 2025
Rewrite to Jailbreak: Discover Learnable and Transferable Implicit Harmfulness Instruction ACL 2025
Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation WACV 2025
Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs EMNLP 2025
Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond EMNLP 2025
ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation EMNLP 2025
CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025
Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace ICLR 2025
Discriminator-Guided Embodied Planning for LLM Agent ICLR 2025
ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation IJCAI 2025
Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering ICLR 2025
Causal Graph Transformer for Treatment Effect Estimation Under Unknown Interference ICLR 2025
Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning ICLR 2025
Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis AAAI 2025
MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities AAAI 2025
FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025
Optimize Incompatible Parameters Through Compatibility-aware Knowledge Integration AAAI 2025
Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025
GPT-NER: Named Entity Recognition via Large Language Models NAACL 2025
Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025
Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025
Training-free LLM-generated Text Detection by Mining Token Probability Sequences ICLR 2025
Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 2025
ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models ICML 2025
Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation ICML 2025
Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 2025
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024
InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks ICML 2024
Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias ICML 2024
Non-confusing Generation of Customized Concepts in Diffusion Models ICML 2024
Learning Causal Relations from Subsampled Time Series with Two Time-Slices ICML 2024
RetroOOD: Understanding Out-of-Distribution Generalization in Retrosynthesis Prediction AAAI 2024
Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction AAAI 2024
Learning to Reweight for Generalizable Graph Neural Network AAAI 2024
Adaptive Meta-Learning Probabilistic Inference Framework for Long Sequence Prediction AAAI 2024
De-biased Attention Supervision for Text Classification with Causality AAAI 2024
APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching NAACL 2024
Revisiting Score Propagation in Graph Out-of-Distribution Detection NIPS 2024
Action Imitation in Common Action Space for Customized Action Image Synthesis NIPS 2024
$E^3$: Exploring Embodied Emotion Through A Large-Scale Egocentric Video Dataset NIPS 2024
An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing ACL 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024
Enhancing Court View Generation with Knowledge Injection and Guidance COLING 2024
Evolving Knowledge Distillation with Large Language Models and Active Learning COLING 2024
From Graph to Word Bag: Introducing Domain Knowledge to Confusing Charge Prediction COLING 2024
Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge NAACL 2024
Physical-priors-guided Aortic Dissection Detection using Non-Contrast-Enhanced CT images MICCAI 2024
MPOD123: One Image to 3D Content Generation Using Mask-enhanced Progressive Outline-to-Detail Optimization CVPR 2024
LLMCO4MR: LLMs-aided Neural Combinatorial Optimization for Ancient Manuscript Restoration from Fragments with Case Studies on Dunhuang ECCV 2024
Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features MICCAI 2024
Adapting Pre-trained Generative Model to Medical Image for Data Augmentation MICCAI 2024
PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study EMNLP 2024
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs EMNLP 2024
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs EMNLP 2024
Correlation-Aware Active Learning for Surgery Video Segmentation WACV 2024
Active Retrosynthetic Planning Aware of Route Quality ICLR 2024
MetaCoCo: A New Few-Shot Classification Benchmark with Spurious Correlation ICLR 2024
AuG-KD: Anchor-Based Mixup Generation for Out-of-Domain Knowledge Distillation ICLR 2024
ANetQA: A Large-Scale Benchmark for Fine-Grained Compositional Reasoning Over Untrimmed Videos CVPR 2023
Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023
Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023
DE-net: Dynamic Text-Guided Image Editing Adversarial Networks AAAI 2023
ART: rule bAsed futuRe-inference deducTion EMNLP 2023
Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration EMNLP 2023
FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge EMNLP 2023
Text Classification via Large Language Models EMNLP 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction EMNLP 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023
Stable Estimation of Heterogeneous Treatment Effects ICML 2023
Learning Chemical Rules of Retrosynthesis with Pre-training AAAI 2023
HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception NIPS 2023
Focus-aware Response Generation in Inquiry Conversation ACL 2023
PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios NIPS 2023
Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning NIPS 2023
Multi-modal Action Chain Abductive Reasoning ACL 2023
Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer ICCV 2023
WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023
SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech IJCAI 2022
GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NIPS 2022
Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022
End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022
Dependency Parsing as MRC-based Span-Span Prediction ACL 2022
GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022
Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022
The Role of Deconfounding in Meta-learning ICML 2022
Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning OSDI 2022
Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022
RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022
DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis CVPR 2022
Towards Interactivity and Interpretability: A Rationale-based Legal Judgment Prediction Framework EMNLP 2022
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples EMNLP 2022
Paraphrase Generation as Unsupervised Machine Translation COLING 2022
Wnet: Audio-Guided Video Object Segmentation via Wavelet-Based Cross-Modal Denoising Networks CVPR 2022
OakInk: A Large-Scale Knowledge Repository for Understanding Hand-Object Interaction CVPR 2022
Instrumental Variable Regression with Confounder Balancing ICML 2022
Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 2022
Fast Nearest Neighbor Machine Translation ACL 2022
ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NIPS 2022
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter AAAI 2021
SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021
Judgment Prediction via Injecting Legal Knowledge into Neural Networks AAAI 2021
Web-based Platform for K-12 AI Education in China AAAI 2021
Modeling High-order Interactions across Multi-interests for Micro-video Reommendation (Student Abstract) AAAI 2021
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information ACL 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021
BertGCN: Transductive Text Classification by Combining GNN and BERT ACL 2021
ConRPG: Paraphrase Generation using Contexts as Regularizer EMNLP 2021
Layer-wise Model Pruning based on Mutual Information EMNLP 2021
kFolden: k-Fold Ensemble for Out-Of-Distribution Detection EMNLP 2021
Semi-Supervised Active Learning for Semi-Supervised Models: Exploit Adversarial Examples With Graph-Based Virtual Labels ICCV 2021
FcaNet: Frequency Channel Attention Networks ICCV 2021
Adaptive Hierarchical Graph Reasoning With Semantic Coherence for Video-and-Language Inference ICCV 2021
KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation ICML 2021
CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction IJCNLP 2021
BertGCN: Transductive Text Classification by Combining GNN and BERT IJCNLP 2021
CorefQA: Coreference Resolution as Query-based Span Prediction ACL 2020
Dice Loss for Data-imbalanced NLP Tasks ACL 2020
Polar Relative Positional Encoding for Video-Language Segmentation IJCAI 2020
Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020
SEBF: A Single-Chain based Extension Model of Blockchain for Fintech IJCAI 2020
Description Based Text Classification with Reinforcement Learning ICML 2020
De-Biased Court’s View Generation with Causality EMNLP 2020
SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting AAAI 2020
A Unified MRC Framework for Named Entity Recognition ACL 2020
Learning Dynamic Context Augmentation for Global Entity Linking EMNLP 2019
Heterogeneous Attributed Network Embedding with Graph Convolutional Networks AAAI 2019
Learning Dynamic Context Augmentation for Global Entity Linking IJCNLP 2019
Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL 2019
Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition AAAI 2019
Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction AAAI 2019
KCAT: A Knowledge-Constraint Typing Annotation Tool ACL 2019
Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network INTERSPEECH 2019
Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection AAAI 2019
Pitch Characteristics of L2 English Speech by Chinese Speakers: A Large-scale Study INTERSPEECH 2018
HST-LSTM: A Hierarchical Spatial-Temporal Long-Short Term Memory Network for Location Prediction IJCAI 2018
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018
Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks IJCAI 2018
Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification IJCAI 2017
NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017
Group-wise Deep Co-saliency Detection IJCAI 2017
Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks IJCAI 2017
Self-Paced Boost Learning for Classification IJCAI 2016
Video-Based Person Re-Identification by Simultaneously Learning Intra-Video and Inter-Video Distance Metrics IJCAI 2016
Hierarchical Recurrent Neural Encoder for Video Representation With Application to Captioning CVPR 2016
Diverse Image Captioning via GroupTalk IJCAI 2016
Super-Resolution Person Re-Identification With Semi-Coupled Low-Rank Discriminant Dictionary Learning CVPR 2015
Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction IJCAI 2015
Sketch the Storyline with CHARCOAL: A Non-Parametric Approach IJCAI 2015
Synthesizing Union Tables from the Web IJCAI 2013
Open Information Extraction Using Wikipedia ACL 2010