Jun Xu

Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management ACL 2026 Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations ACL 2026 MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching ACL 2026 Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 Efficient Paths and Dense Rewards: Probabilistic Flow Reasoning for Large Language Models ACL 2026 GeoRA: Geometry-Aware Low-Rank Adaptation for RLVR ACL 2026 A Survey of Reinforcement Learning for Large Language Models under Data Scarcity: Challenges and Solutions ACL 2026 Trigger3:Refining Query Correction via Adaptive Model Selector AAAI 2025 AdaO2B: Adaptive Online to Batch Conversion for Out-of-Distribution Generalization AAAI 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations EMNLP 2025 Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search EMNLP 2025 ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025 Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation EMNLP 2025 Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision EMNLP 2025 Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025 MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment ACL 2025 Towards Effective and Efficient Continual Pre-training of Large Language Models ACL 2025 CitaLaw: Enhancing LLM with Citations in Legal Domain ACL 2025 Length-Induced Embedding Collapse in PLM-based Models ACL 2025 Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents ICLR 2025 ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability ICLR 2025 From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions ICLR 2025 Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation ICLR 2025 Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 2025 MurreNet: Modeling Holistic Multimodal Interactions Between Histopathology and Genomic Profiles for Survival Prediction MICCAI 2025 OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning CVPR 2024 Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation ICML 2024 Effective In-Context Example Selection through Data Compression ACL 2024 Efficient Knowledge Infusion via KG-LLM Alignment ACL 2024 Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration ACL 2024 Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution WACV 2024 4K-Resolution Photo Exposure Correction at 125 FPS With ~8K Parameters WACV 2024 ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models COLING 2024 Logic Rules as Explanations for Legal Case Retrieval COLING 2024 Baikal: Unpaired Denoising of Fluorescence Microscopy Images using Diffusion Models MICCAI 2024 A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024 Joint Semantic and Strategy Matching for Persuasive Dialogue EMNLP 2023 Reward Imputation with Sketching for Contextual Batched Bandits NIPS 2023 Conditional counterfactual causal effect for individual attribution UAI 2023 A Dynamic Multi-Scale Voxel Flow Network for Video Prediction CVPR 2023 Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022 "Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks" ECCV 2022 Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022 Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022 Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022 Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022 A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech IJCNLP 2021 Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021 Regret Bounds for Online Kernel Selection in Continuous Kernel Space AAAI 2021 Discovering Dialog Structure Graph for Coherent Dialog Generation ACL 2021 A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech ACL 2021 Temporal Modulation Network for Controllable Space-Time Video Super-Resolution CVPR 2021 Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 2020 ICNet: Intra-saliency Correlation Network for Co-Saliency Detection NIPS 2020 Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020 Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020 Deep Hough Transform for Semantic Line Detection ECCV 2020 Learning to Learn with Variational Information Bottleneck for Domain Generalization ECCV 2020 Gradient-Induced Co-Saliency Detection ECCV 2020 Wasserstein Distance Regularized Sequence Representation for Text Matching in Asymmetrical Domains EMNLP 2020 Transformer-GCRF: Recovering Chinese Dropped Pronouns with General Conditional Random Fields EMNLP 2020 Learning to Learn Kernels with Variational Random Features ICML 2020 Variational Image Deraining WACV 2020 Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019 HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering AAAI 2019 Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection IJCAI 2019 HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning IJCAI 2019 RANet: Ranking Attention Network for Fast Video Object Segmentation ICCV 2019 Differentiated Distribution Recovery for Neural Text Generation AAAI 2019 Tailored Sequence to Sequence Models to Different Conversation Scenarios ACL 2018 A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018 Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018 Multivariate Time Series Imputation with Generative Adversarial Networks NIPS 2018 Learning to Control the Specificity in Neural Response Generation ACL 2018 A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV 2018 A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018 Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV 2017 Locally Smoothed Neural Networks ACML 2017 MSR-VTT: A Large Video Description Dataset for Bridging Video and Language CVPR 2016 Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN IJCAI 2016 UTHealth at SemEval-2016 Task 12: an End-to-End System for Temporal Information Extraction from Clinical Notes SEMEVAL 2016 A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016 UTH-CCB: The Participation of the SemEval 2015 Challenge – Task 14 SEMEVAL 2015 Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations IJCNLP 2015 Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations ACL 2015 Patch Group Based Nonlocal Self-Similarity Prior Learning for Image Denoising ICCV 2015 HITSZ-ICRC: Exploiting Classification Approach for Answer Selection in Community Question Answering SEMEVAL 2015 Cross-lingual Opinion Analysis via Negative Transfer Detection ACL 2014 Incorporating Rule-based and Statistic-based Techniques for Coreference Resolution CONLL 2012 Learning a Robust Relevance Model for Search Using Kernel Methods JMLR 2011 Diversifying Information Needs in Results of Question Retrieval IJCNLP 2011 HITSZ_CITYU: Combine Collocation, Context Words and Neighboring Sentence Sentiment in Sentiment Adjectives Disambiguation SEMEVAL 2010