← Authors

Jun Xu

87 papers · 2010–2026 · 19 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) πŸƒ Academic Marathon (15) 🌍 Conference Polyglot (19) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (15) 🧭 Keyword Pioneer 🀝 Dynamic Duo (12) πŸ† Grand Slam πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) ❓ The Questioner πŸ“ˆ Trend Setter πŸ’Ž Century Club (86) πŸ—ƒοΈ Keyword Collector (385) πŸš€ Conference Pioneer ⚑ Prolific Year (6) πŸ”₯ Unstoppable (12)

Conferences

ACL (15) EMNLP (11) AAAI (10) CVPR (7) COLING (5) ECCV (5) IJCAI (5) SEMEVAL (4) IJCNLP (4) ICLR (4) ICCV (3) NIPS (3) WACV (3) ICML (2) MICCAI (2) CONLL (1) JMLR (1) ACML (1) UAI (1)

Top co-authors

Ji-Rong Wen (12) Xiao Zhang (11) Yanyan Lan (10) Liang Pang (10) Xueqi Cheng (10) Jiafeng Guo (10) Weijie Yu (9) Sunhao Dai (8) Haifeng Wang (7) Hua Wu (7)

Keywords

large language model (12) reinforcement learning (7) dialogue system (4) neural network (4) semantic matching (4) retrieval-augmented generation (4) knowledge graph (3) graph neural network (3) dialog generation (3) response generation (3) domain adaptation (3) recurrent neural network (3) kernel methods (3) text matching (2) image processing (2) semantic similarity (2) dynamic routing (2) markov decision process (2) transfer learning (2) dialogue generation (2)

Papers

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026
MurreNet: Modeling Holistic Multimodal Interactions Between Histopathology and Genomic Profiles for Survival Prediction MICCAI 2025
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents ICLR 2025
ReDeEP: Detecting Hallucination in Retrieval-Augmented Generation via Mechanistic Interpretability ICLR 2025
Bridging Jensen Gap for Max-Min Group Fairness Optimization in Recommendation ICLR 2025
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions ICLR 2025
Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision EMNLP 2025
ParseCaps: An Interpretable Parsing Capsule Network for Medical Image Diagnosis AAAI 2025
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
Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation EMNLP 2025
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025
Legal Mathematical Reasoning with LLMs: Procedural Alignment through Two-Stage Reinforcement Learning EMNLP 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
CitaLaw: Enhancing LLM with Citations in Legal Domain ACL 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 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
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
ChatUIE: Exploring Chat-based Unified Information Extraction Using Large Language Models COLING 2024
Logic Rules as Explanations for Legal Case Retrieval COLING 2024
OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning CVPR 2024
A Study of Implicit Ranking Unfairness in Large Language Models EMNLP 2024
Reducing Fine-Tuning Memory Overhead by Approximate and Memory-Sharing Backpropagation ICML 2024
Baikal: Unpaired Denoising of Fluorescence Microscopy Images using Diffusion Models MICCAI 2024
4K-Resolution Photo Exposure Correction at 125 FPS With ~8K Parameters WACV 2024
Scale-Adaptive Feature Aggregation for Efficient Space-Time Video Super-Resolution WACV 2024
Joint Semantic and Strategy Matching for Persuasive Dialogue EMNLP 2023
Conditional counterfactual causal effect for individual attribution UAI 2023
A Dynamic Multi-Scale Voxel Flow Network for Video Prediction CVPR 2023
Reward Imputation with Sketching for Contextual Batched Bandits NIPS 2023
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022
Incremental Cross-View Mutual Distillation for Self-Supervised Medical CT Synthesis CVPR 2022
Extracting Trigger-sharing Events via an Event Matrix EMNLP 2022
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022
"Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks" ECCV 2022
Discovering Dialog Structure Graph for Coherent Dialog Generation ACL 2021
Temporal Modulation Network for Controllable Space-Time Video Super-Resolution CVPR 2021
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech IJCNLP 2021
Regret Bounds for Online Kernel Selection in Continuous Kernel Space AAAI 2021
Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021
A Joint Model for Dropped Pronoun Recovery and Conversational Discourse Parsing in Chinese Conversational Speech ACL 2021
Learning to Learn Kernels with Variational Random Features ICML 2020
Variational Image Deraining WACV 2020
Enhancing Dialog Coherence with Event Graph Grounded Content Planning IJCAI 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
Conversational Graph Grounded Policy Learning for Open-Domain Conversation Generation ACL 2020
ICNet: Intra-saliency Correlation Network for Co-Saliency Detection NIPS 2020
Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation AAAI 2020
Generating Multiple Diverse Responses with Multi-Mapping and Posterior Mapping Selection IJCAI 2019
RANet: Ranking Attention Network for Fast Video Object Segmentation ICCV 2019
Differentiated Distribution Recovery for Neural Text Generation AAAI 2019
Teaching Machines to Extract Main Content for Machine Reading Comprehension AAAI 2019
HorNet: A Hierarchical Offshoot Recurrent Network for Improving Person Re-ID via Image Captioning IJCAI 2019
HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering AAAI 2019
Multivariate Time Series Imputation with Generative Adversarial Networks NIPS 2018
A Hybrid l1-l0 Layer Decomposition Model for Tone Mapping CVPR 2018
A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018
A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising ECCV 2018
Tailored Sequence to Sequence Models to Different Conversation Scenarios ACL 2018
Learning to Control the Specificity in Neural Response Generation ACL 2018
Reinforcing Coherence for Sequence to Sequence Model in Dialogue Generation IJCAI 2018
Locally Smoothed Neural Networks ACML 2017
Multi-Channel Weighted Nuclear Norm Minimization for Real Color Image Denoising ICCV 2017
MSR-VTT: A Large Video Description Dataset for Bridging Video and Language CVPR 2016
A Unified Architecture for Semantic Role Labeling and Relation Classification COLING 2016
UTHealth at SemEval-2016 Task 12: an End-to-End System for Temporal Information Extraction from Clinical Notes SEMEVAL 2016
Match-SRNN: Modeling the Recursive Matching Structure with Spatial RNN IJCAI 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
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
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations ACL 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