PPaperPicks

Xuanjing Huang

Fudan University, School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Shanghai, China

121 papers at tracked venues · 81 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9197-9426 ↗Google Scholar ↗

Venues

ACL ×56EMNLP ×32NeurIPS ×9NAACL ×7AAAI ×6ICLR ×3ICML ×3ACM MM ×1AISTATS ×1CVPR ×1ICCV ×1WWW ×1

Frequent coauthors

Junjie Ye
DBLP profile ↗ORCID search ↗
×7
Shihan Dou
DBLP profile ↗ORCID search ↗
×7
Zhiheng Xi
DBLP profile ↗ORCID search ↗
×6
Zhangyue Yin
DBLP profile ↗ORCID search ↗
×5
Ming Zhang
DBLP profile ↗ORCID search ↗
×4
Changze Lv
DBLP profile ↗ORCID search ↗
×4
Xinyi Mou
DBLP profile ↗ORCID search ↗
×3
Jun Zhao
DBLP profile ↗ORCID search ↗
×3
Changhao Jiang
DBLP profile ↗ORCID search ↗
×2
Xuhao Hu
DBLP profile ↗ORCID search ↗
×2
Zhenghua Wang
DBLP profile ↗ORCID search ↗
×2
Binghai Wang
DBLP profile ↗ORCID search ↗
×2

Papers

  1. ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models
    ACL 2026 ·
    Zhangyue Yin
    DBLP profile ↗ORCID search ↗
  2. AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
    ACL 2026 ·
    Zhiheng Xi
    DBLP profile ↗ORCID search ↗
  3. AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
    WWW 2026 ·
    Zhiheng Xi
    DBLP profile ↗ORCID search ↗
  4. AgentV-RL: Scaling Reward Modeling with Agentic Verifier
    ACL 2026 ·
    Jiazheng Zhang
    DBLP profile ↗ORCID search ↗
  5. Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
    ACL 2026 ·
    Changhao Jiang
    DBLP profile ↗ORCID search ↗
  6. Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing
    ACL 2026 ·
    Xin Guo
    DBLP profile ↗ORCID search ↗
  7. DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data
    ACL 2026 ·
    Shaofan Liu
    DBLP profile ↗ORCID search ↗
  8. Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling
    AAAI 2026 ·
    Yixin Wu
    DBLP profile ↗ORCID search ↗
  9. Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments
    ACL 2026 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  10. FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval
    ACL 2026 ·
    Caishuang Huang
    DBLP profile ↗ORCID search ↗
  11. From Scores to Preferences: Redefining Evaluation Paradigm for Speech Quality Reward Modeling
    ACL 2026 ·
    Yifei Cao
    DBLP profile ↗ORCID search ↗
  12. LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
    ACL 2026 ·
    Ming Zhang
    DBLP profile ↗ORCID search ↗
  13. LLMs Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions
    ACL 2026 ·
    Xuhao Hu
    DBLP profile ↗ORCID search ↗
  14. LifeSim: Long-Horizon User Life Simulator for Personalized Assistant Evaluation
    ACL 2026 ·
    Feiyu Duan
    DBLP profile ↗ORCID search ↗
  15. Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
    ACL 2026 ·
    Hengyuan Zhang
    DBLP profile ↗ORCID search ↗
  16. MM-Doc-R1: Training Agents for Long Document Visual Question Answering through Multi-turn Reinforcement Learning
    ACL 2026 ·
    Jiahang Lin
    DBLP profile ↗ORCID search ↗
  17. MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
    AAAI 2026 ·
    Zhiheng Xi
    DBLP profile ↗ORCID search ↗
  18. Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation
    ACL 2026 ·
    Zhenghua Wang
    DBLP profile ↗ORCID search ↗
  19. Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling
    ACL 2026 ·
    Zhenghua Wang
    DBLP profile ↗ORCID search ↗
  20. MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
    ACL 2026 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  21. Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control
    ACL 2026 ·
    Changhao Jiang
    DBLP profile ↗ORCID search ↗
  22. OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
    ACL 2026 ·
    Deming Ding
    DBLP profile ↗ORCID search ↗
  23. Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
    ACL 2026 ·
    Binghai Wang
    DBLP profile ↗ORCID search ↗
  24. VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck
    ACL 2026 ·
    Feiran Zhang
    DBLP profile ↗ORCID search ↗
  25. VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
    ACL 2026 ·
    Dingwei Zhu
    DBLP profile ↗ORCID search ↗
  26. Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
    ACL 2026 ·
    Yuming Yang
    DBLP profile ↗ORCID search ↗
  27. Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
    ACL 2025 ·
    Siyuan Wang
    DBLP profile ↗ORCID search ↗
  28. AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
    ACL 2025 ·
    Zhiheng Xi
    DBLP profile ↗ORCID search ↗
  29. AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
    NAACL 2025 ·
    Xinyi Mou
    DBLP profile ↗ORCID search ↗
  30. Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning
    AAAI 2025 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  31. Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
    EMNLP 2025 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  32. BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset
    NeurIPS 2025 ·
    Zhiheng Xi
    DBLP profile ↗ORCID search ↗
  33. Better Process Supervision with Bi-directional Rewarding Signals
    ACL 2025 ·
    Wenxiang Chen
    DBLP profile ↗ORCID search ↗
  34. COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism
    AAAI 2025 ·
    Jianing He
    DBLP profile ↗ORCID search ↗
  35. Dendritic Localized Learning: Toward Biologically Plausible Algorithm
    ICML 2025 ·
    Changze Lv
    DBLP profile ↗ORCID search ↗
  36. Distill Visual Chart Reasoning Ability from LLMs to MLLMs
    EMNLP 2025 ·
    Wei He
    DBLP profile ↗ORCID search ↗
  37. Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
    NeurIPS 2025 ·
    Yu Li
    DBLP profile ↗ORCID search ↗
  38. Dynamic and Generalizable Process Reward Modeling
    ACL 2025 ·
    Zhangyue Yin
    DBLP profile ↗ORCID search ↗
  39. EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation
    EMNLP 2025 ·
    Xinyi Mou
    DBLP profile ↗ORCID search ↗
  40. Enhancing Model Privacy in Federated Learning with Random Masking and Quantization
    EMNLP 2025 ·
    Zhibo Xu
    DBLP profile ↗ORCID search ↗
  41. Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
    EMNLP 2025 ·
    Zhangyue Yin
    DBLP profile ↗ORCID search ↗
  42. EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
    NeurIPS 2025 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  43. EvoWiki: Evaluating LLMs on Evolving Knowledge
    ACL 2025 ·
    Wei Tang
    DBLP profile ↗ORCID search ↗
  44. Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
    EMNLP 2025 ·
    Chenhao Huang
    DBLP profile ↗ORCID search ↗
  45. HAF-RM: A Hybrid Alignment Framework for Reward Model Training
    ACL 2025 ·
    Shujun Liu
    DBLP profile ↗ORCID search ↗
  46. Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
    ICLR 2025 ·
    Shuo Li
    DBLP profile ↗ORCID search ↗
  47. Improving Continual Pre-training Through Seamless Data Packing
    ACL 2025 ·
    Ruicheng Yin
    DBLP profile ↗ORCID search ↗
  48. LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
    EMNLP 2025 ·
    Ming Zhang
    DBLP profile ↗ORCID search ↗
  49. LoRACoE: Improving Large Language Model via Composition-based LoRA Expert
    EMNLP 2025 ·
    Guanyu Li
    DBLP profile ↗ORCID search ↗
  50. Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
    ACL 2025 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  51. Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric
    ACL 2025 ·
    Yuming Yang
    DBLP profile ↗ORCID search ↗
  52. Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations
    EMNLP 2025 ·
    Shuo Li
    DBLP profile ↗ORCID search ↗
  53. Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling
    NAACL 2025 ·
    Yiwen Ding
    DBLP profile ↗ORCID search ↗
  54. Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
    NAACL 2025 ·
    ShengbinYue ShengbinYue
    DBLP profile ↗ORCID search ↗
  55. Multi-Programming Language Sandbox for LLMs
    ACL 2025 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  56. ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives
    ICCV 2025 ·
    Yuqian Fu
    DBLP profile ↗ORCID search ↗
  57. PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts
    ACL 2025 ·
    Ming Zhang
    DBLP profile ↗ORCID search ↗
  58. Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning
    EMNLP 2025 ·
    Senjie Jin
    DBLP profile ↗ORCID search ↗
  59. Pre-Trained Policy Discriminators are General Reward Models
    NeurIPS 2025 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  60. Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners
    AISTATS 2025 ·
    Yuxin Wang
    DBLP profile ↗ORCID search ↗
  61. RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation
    EMNLP 2025 ·
    Tianjiao Li
    DBLP profile ↗ORCID search ↗
  62. RMB: Comprehensively benchmarking reward models in LLM alignment
    ICLR 2025 ·
    Enyu Zhou
    DBLP profile ↗ORCID search ↗
  63. SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading
    EMNLP 2025 ·
    Yuanzhe Shen
    DBLP profile ↗ORCID search ↗
  64. SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation
    NAACL 2025 ·
    Zhijie Bao
    DBLP profile ↗ORCID search ↗
  65. SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models
    CVPR 2025 ·
    Yongting Zhang
    DBLP profile ↗ORCID search ↗
  66. Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
    NAACL 2025 ·
    Siyin Wang
    DBLP profile ↗ORCID search ↗
  67. Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
    AAAI 2025 ·
    Shengbin Yue
    DBLP profile ↗ORCID search ↗
  68. TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
    EMNLP 2025 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  69. Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing
    ACL 2025 ·
    Wenhao Liu
    DBLP profile ↗ORCID search ↗
  70. ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
    ACL 2025 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  71. Toward Optimal LLM Alignments Using Two-Player Games
    EMNLP 2025 ·
    Rui Zheng
    DBLP profile ↗ORCID search ↗
  72. Toward Relative Positional Encoding in Spiking Transformers
    NeurIPS 2025 ·
    Changze Lv
    DBLP profile ↗ORCID search ↗
  73. TripTailor: A Real-World Benchmark for Personalized Travel Planning
    ACL 2025 ·
    Kaimin Wang
    DBLP profile ↗ORCID search ↗
  74. UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
    EMNLP 2025 ·
    Tianlong Li
    DBLP profile ↗ORCID search ↗
  75. Understanding Parametric and Contextual Knowledge Reconciliation within Large Language Models
    NeurIPS 2025 ·
    Jun Zhao
    DBLP profile ↗ORCID search ↗
  76. VLSBench: Unveiling Visual Leakage in Multimodal Safety
    ACL 2025 ·
    Xuhao Hu
    DBLP profile ↗ORCID search ↗
  77. VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction
    EMNLP 2025 ·
    Jie Yang
    DBLP profile ↗ORCID search ↗
  78. VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
    NAACL 2025 ·
    Zejun Li
    DBLP profile ↗ORCID search ↗
  79. ALaRM: Align Language Models via Hierarchical Rewards Modeling
    ACL 2024 ·
    Yuhang Lai
    DBLP profile ↗ORCID search ↗
  80. Advancing Parameter Efficiency in Fine-tuning via Representation Editing
    ACL 2024 ·
    Muling Wu
    DBLP profile ↗ORCID search ↗
  81. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
    NeurIPS 2024 ·
    Changze Lv
    DBLP profile ↗ORCID search ↗
  82. Aligning Large Language Models with Human Preferences through Representation Engineering
    ACL 2024 ·
    Wenhao Liu
    DBLP profile ↗ORCID search ↗
  83. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    NeurIPS 2024 ·
    Jiahao Ying
    DBLP profile ↗ORCID search ↗
  84. Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM
    ACL 2024 ·
    Jingcong Liang
    DBLP profile ↗ORCID search ↗
  85. Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
    ICML 2024 ·
    Changze Lv
    DBLP profile ↗ORCID search ↗
  86. EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models
    ACL 2024 ·
    Mengfei Du
    DBLP profile ↗ORCID search ↗
  87. Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild
    ACL 2024 ·
    Ting Wu
    DBLP profile ↗ORCID search ↗
  88. Explicit Memory Learning with Expectation Maximization
    EMNLP 2024 ·
    Zhangyue Yin
    DBLP profile ↗ORCID search ↗
  89. Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems
    EMNLP 2024 ·
    Jun Zhao
    DBLP profile ↗ORCID search ↗
  90. F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods
    ACL 2024 ·
    Yu Sun
    DBLP profile ↗ORCID search ↗
  91. Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
    EMNLP 2024 ·
    Lu Chen
    DBLP profile ↗ORCID search ↗
  92. Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
    ICLR 2024 ·
    Rui Zheng
    DBLP profile ↗ORCID search ↗
  93. Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
    NeurIPS 2024 ·
    Qi Jia
    DBLP profile ↗ORCID search ↗
  94. Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
    EMNLP 2024 ·
    Qin Zhu
    DBLP profile ↗ORCID search ↗
  95. Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data
    EMNLP 2024 ·
    Han Xia
    DBLP profile ↗ORCID search ↗
  96. LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
    ACL 2024 ·
    Siyin Wang
    DBLP profile ↗ORCID search ↗
  97. LLMEval: A Preliminary Study on How to Evaluate Large Language Models
    AAAI 2024 ·
    Yue Zhang
    DBLP profile ↗ORCID search ↗
  98. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    EMNLP 2024 ·
    Jiahao Ying
    DBLP profile ↗ORCID search ↗
  99. LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration
    EMNLP 2024 ·
    Jun Zhao
    DBLP profile ↗ORCID search ↗
  100. Length Generalization of Causal Transformers without Position Encoding
    ACL 2024 ·
    Jie Wang
    DBLP profile ↗ORCID search ↗
  101. LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
    ACL 2024 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  102. LongHeads: Multi-Head Attention is Secretly a Long Context Processor
    EMNLP 2024 ·
    Yi Lu
    DBLP profile ↗ORCID search ↗
  103. Making Harmful Behaviors Unlearnable for Large Language Models
    ACL 2024 ·
    Xin Zhou
    DBLP profile ↗ORCID search ↗
  104. Navigating the OverKill in Large Language Models
    ACL 2024 ·
    Chenyu Shi
    DBLP profile ↗ORCID search ↗
  105. PDF-to-Tree: Parsing PDF Text Blocks into a Tree
    EMNLP 2024 ·
    Yue Zhang
    DBLP profile ↗ORCID search ↗
  106. Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
    EMNLP 2024 ·
    Jianhao Zhu
    DBLP profile ↗ORCID search ↗
  107. ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks
    ACM MM 2024 ·
    Zejun Li
    DBLP profile ↗ORCID search ↗
  108. Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance
    ACL 2024 ·
    Zhangyue Yin
    DBLP profile ↗ORCID search ↗
  109. Reward Modeling Requires Automatic Adjustment Based on Data Quality
    EMNLP 2024 ·
    Binghai Wang
    DBLP profile ↗ORCID search ↗
  110. RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
    EMNLP 2024 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  111. Scaling Laws for Fact Memorization of Large Language Models
    EMNLP 2024 ·
    Xingyu Lu
    DBLP profile ↗ORCID search ↗
  112. Searching for Best Practices in Retrieval-Augmented Generation
    EMNLP 2024 ·
    Xiaohua Wang
    DBLP profile ↗ORCID search ↗
  113. Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
    NAACL 2024 ·
    Wei He
    DBLP profile ↗ORCID search ↗
  114. SoMeLVLM: A Large Vision Language Model for Social Media Processing
    ACL 2024 ·
    Xinnong Zhang
    DBLP profile ↗ORCID search ↗
  115. StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
    ACL 2024 ·
    Shihan Dou
    DBLP profile ↗ORCID search ↗
  116. ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
    ACL 2024 ·
    Junjie Ye
    DBLP profile ↗ORCID search ↗
  117. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
    ICML 2024 ·
    Zhiheng Xi
    DBLP profile ↗ORCID search ↗
  118. TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
    EMNLP 2024 ·
    Ming Zhang
    DBLP profile ↗ORCID search ↗
  119. Unveiling Linguistic Regions in Large Language Models
    ACL 2024 ·
    Zhihao Zhang
    DBLP profile ↗ORCID search ↗
  120. Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
    EMNLP 2024 ·
    Xin Zhou
    DBLP profile ↗ORCID search ↗
  121. Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation
    ACL 2024 ·
    Xinyi Mou
    DBLP profile ↗ORCID search ↗