Fei Wu

InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization AAAI 2026 InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection EACL 2026 Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation ACL 2026 JELV: A Judge of Edit-Level Validity for Evaluation and Automated Reference Expansion in Grammatical Error Correction AAAI 2026 Tailoring Diagnostic Modeling to Individual Learners: Personalized Distractor Generation via MCTS-Guided Reasoning Reconstruction ACL 2026 DAC-Bench: A Decision-Aware Benchmark for Compositional Mobile GUI Tasks ACL 2026 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 STARS: A Unified Framework for Singing Transcription, Alignment, and Refined Style Annotation ACL 2025 Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification NAACL 2025 ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation EMNLP 2025 Efficient Cross-modal Prompt Learning with Semantic Enhancement for Domain-robust Fake News Detection COLING 2025 Fine-tuning Large Language Models for Improving Factuality in Legal Question Answering COLING 2025 Advancing Personalized Learning with Neural Collapse for Long-Tail Challenge ICML 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 Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 2025 Mitigating the Backdoor Effect for Multi-Task Model Merging via Safety-Aware Subspace ICLR 2025 CoEvo: Coevolution of LLM and Retrieval Model for Domain-Specific Information Retrieval EMNLP 2025 Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program ICCV 2025 Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond EMNLP 2025 Dropping Experts, Recombining Neurons: Retraining-Free Pruning for Sparse Mixture-of-Experts LLMs EMNLP 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 Learning to Solve Domain-Specific Calculation Problems with Knowledge-Intensive Programs Generator NAACL 2025 Modeling Fine-Grained Hand-Object Dynamics for Egocentric Video Representation Learning ICLR 2025 EcoFace: Audio-Visual Emotional Co-Disentanglement Speech-Driven 3D Talking Face Generation ICLR 2025 Discriminator-Guided Embodied Planning for LLM Agent ICLR 2025 Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation WACV 2025 Device-Cloud Collaborative Correction for On-Device Recommendation IJCAI 2025 ExpTalk: Diverse Emotional Expression via Adaptive Disentanglement and Refined Alignment for Speech-Driven 3D Facial Animation IJCAI 2025 Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy CVPR 2025 Rethinking Causal Ranking: A Balanced Perspective on Uplift Model Evaluation ICML 2025 ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models ICML 2025 Training-free LLM-generated Text Detection by Mining Token Probability Sequences ICLR 2025 GPT-NER: Named Entity Recognition via Large Language Models NAACL 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 Enhancing Court View Generation with Knowledge Injection and Guidance COLING 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 Correlation-Aware Active Learning for Surgery Video Segmentation WACV 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 Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation 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 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 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 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 Revisiting Score Propagation in Graph Out-of-Distribution Detection NIPS 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 Learning Causal Relations from Subsampled Time Series with Two Time-Slices ICML 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 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 Non-confusing Generation of Customized Concepts in Diffusion Models ICML 2024 Learning Shadow Variable Representation for Treatment Effect Estimation under Collider Bias ICML 2024 InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks ICML 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 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 Boosting 3-DoF Ground-to-Satellite Camera Localization Accuracy via Geometry-Guided Cross-View Transformer ICCV 2023 Stable Estimation of Heterogeneous Treatment Effects ICML 2023 Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation AAAI 2023 DE-net: Dynamic Text-Guided Image Editing Adversarial Networks AAAI 2023 Learning Chemical Rules of Retrosynthesis with Pre-training AAAI 2023 Focus-aware Response Generation in Inquiry Conversation ACL 2023 Two Heads are Better Than One: A Simple Exploration Framework for Efficient Multi-Agent Reinforcement Learning NIPS 2023 ART: rule bAsed futuRe-inference deducTion EMNLP 2023 Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration EMNLP 2023 Multi-modal Action Chain Abductive Reasoning ACL 2023 HAP: Structure-Aware Masked Image Modeling for Human-Centric Perception NIPS 2023 WINNER: Weakly-Supervised hIerarchical decompositioN and aligNment for Spatio-tEmporal Video gRounding CVPR 2023 ANetQA: A Large-Scale Benchmark for Fine-Grained Compositional Reasoning Over Untrimmed Videos CVPR 2023 FLEEK: Factual Error Detection and Correction with Evidence Retrieved from External Knowledge EMNLP 2023 PTADisc: A Cross-Course Dataset Supporting Personalized Learning in Cold-Start Scenarios NIPS 2023 Video-Audio Domain Generalization via Confounder Disentanglement AAAI 2023 Dependency Parsing as MRC-based Span-Span Prediction ACL 2022 GRASP: Navigating Retrosynthetic Planning with Goal-driven Policy NIPS 2022 ConfounderGAN: Protecting Image Data Privacy with Causal Confounder NIPS 2022 Feature Distillation Interaction Weighting Network for Lightweight Image Super-resolution AAAI 2022 End-to-End Modeling via Information Tree for One-Shot Natural Language Spatial Video Grounding ACL 2022 Fast Nearest Neighbor Machine Translation ACL 2022 Paraphrase Generation as Unsupervised Machine Translation COLING 2022 DF-GAN: A Simple and Effective Baseline for Text-to-Image Synthesis CVPR 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 Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning 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 GNN-LM: Language Modeling based on Global Contexts via GNN ICLR 2022 The Role of Deconfounding in Meta-learning ICML 2022 Deconfounded Value Decomposition for Multi-Agent Reinforcement Learning ICML 2022 Instrumental Variable Regression with Confounder Balancing ICML 2022 RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022 SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech IJCAI 2022 Triggerless Backdoor Attack for NLP Tasks with Clean Labels NAACL 2022 Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning OSDI 2022 BertGCN: Transductive Text Classification by Combining GNN and BERT ACL 2021 ConRPG: Paraphrase Generation using Contexts as Regularizer EMNLP 2021 ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information IJCNLP 2021 CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction IJCNLP 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 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 BertGCN: Transductive Text Classification by Combining GNN and BERT IJCNLP 2021 SPIN: Structure-Preserving Inner Offset Network for Scene Text Recognition AAAI 2021 CIL: Contrastive Instance Learning Framework for Distantly Supervised Relation Extraction ACL 2021 MANGO: A Mask Attention Guided One-Stage Scene Text Spotter AAAI 2021 KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation ICML 2021 Layer-wise Model Pruning based on Mutual Information EMNLP 2021 De-Biased Court’s View Generation with Causality EMNLP 2020 Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting AAAI 2020 Polar Relative Positional Encoding for Video-Language Segmentation IJCAI 2020 Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation CVPR 2020 Description Based Text Classification with Reinforcement Learning ICML 2020 Dress like an Internet Celebrity: Fashion Retrieval in Videos IJCAI 2020 SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection NIPS 2020 Dice Loss for Data-imbalanced NLP Tasks ACL 2020 A Unified MRC Framework for Named Entity Recognition ACL 2020 CorefQA: Coreference Resolution as Query-based Span Prediction ACL 2020 SEBF: A Single-Chain based Extension Model of Blockchain for Fintech IJCAI 2020 Segregated Temporal Assembly Recurrent Networks for Weakly Supervised Multiple Action Detection AAAI 2019 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 Advances in Automatic Speech Recognition for Child Speech Using Factored Time Delay Neural Network INTERSPEECH 2019 Posterior-regularized REINFORCE for Instance Selection in Distant Supervision NAACL 2019 Spatio-Temporal Graph Routing for Skeleton-Based Action Recognition AAAI 2019 KCAT: A Knowledge-Constraint Typing Annotation Tool ACL 2019 Cross-Relation Cross-Bag Attention for Distantly-Supervised Relation Extraction AAAI 2019 Pitch Characteristics of L2 English Speech by Chinese Speakers: A Large-scale Study INTERSPEECH 2018 Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks IJCAI 2018 Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning IJCAI 2018 HST-LSTM: A Hierarchical Spatial-Temporal Long-Short Term Memory Network for Location Prediction IJCAI 2018 NITE: A Neural Inductive Teaching Framework for Domain Specific NER EMNLP 2017 Discriminant Tensor Dictionary Learning with Neighbor Uncorrelation for Image Set Based Classification IJCAI 2017 Group-wise Deep Co-saliency Detection IJCAI 2017 Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks IJCAI 2017 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 Self-Paced Boost Learning for Classification IJCAI 2016 Diverse Image Captioning via GroupTalk IJCAI 2016 Sketch the Storyline with CHARCOAL: A Non-Parametric Approach IJCAI 2015 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 Synthesizing Union Tables from the Web IJCAI 2013 Open Information Extraction Using Wikipedia ACL 2010