PPaperPicks

Huajun Chen

95 papers at tracked venues · 75 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×39EMNLP ×14AAAI ×9ICLR ×8NeurIPS ×7ACM MM ×5IJCAI ×3WWW ×3NAACL ×2VLDB ×2ICML ×1ISWC ×1SIGIR ×1

Frequent coauthors

Yichi Zhang
DBLP profile ↗ORCID search ↗
×9
Shuofei Qiao
DBLP profile ↗ORCID search ↗
×5
Ziwen Xu
DBLP profile ↗ORCID search ↗
×3
Kehua Feng
DBLP profile ↗ORCID search ↗
×3
Mengru Wang
DBLP profile ↗ORCID search ↗
×3
Lingbing Guo
DBLP profile ↗ORCID search ↗
×3
Xiang Chen
DBLP profile ↗ORCID search ↗
×3
Haoming Xu
DBLP profile ↗ORCID search ↗
×2
Runnan Fang
DBLP profile ↗ORCID search ↗
×2
Zhaoyan Gong
DBLP profile ↗ORCID search ↗
×2
Yujie Luo
DBLP profile ↗ORCID search ↗
×2
Songze Li
DBLP profile ↗ORCID search ↗
×2

Papers

  1. ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
    ACL 2026 ·
    Xiaoke Guo
    DBLP profile ↗ORCID search ↗
  2. Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
    AAAI 2026 ·
    Yiwen Zhang
    DBLP profile ↗ORCID search ↗
  3. Can We Predict Before Executing Machine Learning Agents?
    ACL 2026 ·
    Jingsheng Zheng
    DBLP profile ↗ORCID search ↗
  4. CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
    ACL 2026 ·
    Yuanxiang Liu
    DBLP profile ↗ORCID search ↗
  5. How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
    ACL 2026 ·
    Ziwen Xu
    DBLP profile ↗ORCID search ↗
  6. Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
    ACL 2026 ·
    Haoming Xu
    DBLP profile ↗ORCID search ↗
  7. Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
    ACL 2026 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  8. KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
    ACL 2026 ·
    Baochang Ren
    DBLP profile ↗ORCID search ↗
  9. Memp: Exploring Agent Procedural Memory
    ACL 2026 ·
    Runnan Fang
    DBLP profile ↗ORCID search ↗
  10. MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules
    ACL 2026 ·
    Tong Xu
    DBLP profile ↗ORCID search ↗
  11. SAFER: Advancing Safety Alignment via Efficient Ex-Ante Reasoning
    ACL 2026 ·
    Kehua Feng
    DBLP profile ↗ORCID search ↗
  12. Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
    ACL 2026 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  13. Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
    ACL 2026 ·
    Zhaoyan Gong
    DBLP profile ↗ORCID search ↗
  14. Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM
    AAAI 2026 ·
    Yarong Lan
    DBLP profile ↗ORCID search ↗
  15. Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
    AAAI 2026 ·
    Jun Xu
    DBLP profile ↗ORCID search ↗
  16. What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
    ACL 2026 ·
    Yujie Luo
    DBLP profile ↗ORCID search ↗
  17. What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning
    ACL 2026 ·
    Songze Li
    DBLP profile ↗ORCID search ↗
  18. Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
    AAAI 2026 ·
    Yuqi Zhu
    DBLP profile ↗ORCID search ↗
  19. Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
    ACL 2026 ·
    Ziwen Xu
    DBLP profile ↗ORCID search ↗
  20. ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems
    ACM MM 2025 ·
    Chenxi Wang
    DBLP profile ↗ORCID search ↗
  21. Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
    ACM MM 2025 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  22. Agentic Knowledgeable Self-awareness
    ACL 2025 ·
    Shuofei Qiao
    DBLP profile ↗ORCID search ↗
  23. Benchmarking Agentic Workflow Generation
    ICLR 2025 ·
    Shuofei Qiao
    DBLP profile ↗ORCID search ↗
  24. Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
    ACL 2025 ·
    Yin Hua
    DBLP profile ↗ORCID search ↗
  25. Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
    ACL 2025 ·
    Mengru Wang
    DBLP profile ↗ORCID search ↗
  26. Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
    ACL 2025 ·
    Xiang Zhuang
    DBLP profile ↗ORCID search ↗
  27. CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
    ACL 2025 ·
    Jizhan Fang
    DBLP profile ↗ORCID search ↗
  28. CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
    EMNLP 2025 ·
    Yunzhi Yao
    DBLP profile ↗ORCID search ↗
  29. Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing
    ACM MM 2025 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  30. Croppable Knowledge Graph Embedding
    ACL 2025 ·
    Yushan Zhu
    DBLP profile ↗ORCID search ↗
  31. EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models
    EMNLP 2025 ·
    Ziwen Xu
    DBLP profile ↗ORCID search ↗
  32. Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
    ACL 2025 ·
    Yuhao Wang
    DBLP profile ↗ORCID search ↗
  33. Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
    EMNLP 2025 ·
    Songze Li
    DBLP profile ↗ORCID search ↗
  34. EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
    ACL 2025 ·
    Zairun Yang
    DBLP profile ↗ORCID search ↗
  35. Exploring Model Kinship for Merging Large Language Models
    EMNLP 2025 ·
    Yedi Hu
    DBLP profile ↗ORCID search ↗
  36. Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
    ACL 2025 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  37. HiMoLE: Towards OOD-Robust LoRA via Hierarchical Mixture of Experts
    NeurIPS 2025 ·
    Yinuo Jiang
    DBLP profile ↗ORCID search ↗
  38. How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
    ACL 2025 ·
    Yixin Ou
    DBLP profile ↗ORCID search ↗
  39. K-ON: Stacking Knowledge on the Head Layer of Large Language Model
    AAAI 2025 ·
    Lingbing Guo
    DBLP profile ↗ORCID search ↗
  40. KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
    WWW 2025 ·
    Lei Liang
    DBLP profile ↗ORCID search ↗
  41. KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
    NAACL 2025 ·
    Yuqi Zhu
    DBLP profile ↗ORCID search ↗
  42. LightThinker: Thinking Step-by-Step Compression
    EMNLP 2025 ·
    Jintian Zhang
    DBLP profile ↗ORCID search ↗
  43. MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
    ICLR 2025 ·
    Chenxi Wang
    DBLP profile ↗ORCID search ↗
  44. Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
    ICLR 2025 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  45. OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
    EMNLP 2025 ·
    Zekun Xi
    DBLP profile ↗ORCID search ↗
  46. OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
    WWW 2025 ·
    Yujie Luo
    DBLP profile ↗ORCID search ↗
  47. OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
    WWW 2025 ·
    Zhiqiang Liu
    DBLP profile ↗ORCID search ↗
  48. RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
    EMNLP 2025 ·
    Zhaoyan Gong
    DBLP profile ↗ORCID search ↗
  49. ReLearn: Unlearning via Learning for Large Language Models
    ACL 2025 ·
    Haoming Xu
    DBLP profile ↗ORCID search ↗
  50. ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
    NeurIPS 2025 ·
    Mingyang Chen
    DBLP profile ↗ORCID search ↗
  51. RiOT: Efficient Prompt Refinement with Residual Optimization Tree
    ACL 2025 ·
    Chenyi Zhou
    DBLP profile ↗ORCID search ↗
  52. SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
    EMNLP 2025 ·
    Zhiqiang Liu
    DBLP profile ↗ORCID search ↗
  53. SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
    ICLR 2025 ·
    Kehua Feng
    DBLP profile ↗ORCID search ↗
  54. Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition
    ACL 2025 ·
    Kehua Feng
    DBLP profile ↗ORCID search ↗
  55. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
    ACL 2025 ·
    Runnan Fang
    DBLP profile ↗ORCID search ↗
  56. Text-to-Image Generation with Multi-modal Knowledge Graph Construction and Retrieval
    ACM MM 2025 ·
    Jiawei Meng
    DBLP profile ↗ORCID search ↗
  57. Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
    AAAI 2025 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  58. TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
    AAAI 2025 ·
    Wen Zhang
    DBLP profile ↗ORCID search ↗
  59. Agent Planning with World Knowledge Model
    NeurIPS 2024 ·
    Shuofei Qiao
    DBLP profile ↗ORCID search ↗
  60. AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
    ACL 2024 ·
    Shuofei Qiao
    DBLP profile ↗ORCID search ↗
  61. Continual Multimodal Knowledge Graph Construction
    IJCAI 2024 ·
    Xiang Chen
    DBLP profile ↗ORCID search ↗
  62. DePLM: Denoising Protein Language Models for Property Optimization
    NeurIPS 2024 ·
    Zeyuan Wang
    DBLP profile ↗ORCID search ↗
  63. Detoxifying Large Language Models via Knowledge Editing
    ACL 2024 ·
    Mengru Wang
    DBLP profile ↗ORCID search ↗
  64. Domain-Agnostic Molecular Generation with Chemical Feedback
    ICLR 2024 ·
    Yin Fang
    DBLP profile ↗ORCID search ↗
  65. EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
    ACL 2024 ·
    Peng Wang
    DBLP profile ↗ORCID search ↗
  66. EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models
    ACL 2024 ·
    Yixin Ou
    DBLP profile ↗ORCID search ↗
  67. Editing Conceptual Knowledge for Large Language Models
    EMNLP 2024 ·
    Xiaohan Wang
    DBLP profile ↗ORCID search ↗
  68. Editing Language Model-Based Knowledge Graph Embeddings
    AAAI 2024 ·
    Siyuan Cheng
    DBLP profile ↗ORCID search ↗
  69. Enhancing Cross Text-Molecule Learning by Self-Augmentation
    ACL 2024 ·
    Yinuo Jiang
    DBLP profile ↗ORCID search ↗
  70. FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
    IJCAI 2024 ·
    Xiang Chen
    DBLP profile ↗ORCID search ↗
  71. IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
    ACL 2024 ·
    Honghao Gui
    DBLP profile ↗ORCID search ↗
  72. InBox: Recommendation with Knowledge Graph using Interest Box Embedding
    VLDB 2024 ·
    Zezhong Xu
    DBLP profile ↗ORCID search ↗
  73. InstructEdit: Instruction-Based Knowledge Editing for Large Language Models
    IJCAI 2024 ·
    Ningyu Zhang
    DBLP profile ↗ORCID search ↗
  74. InstructIE: A Bilingual Instruction-based Information Extraction Dataset
    ISWC 2024 ·
    Honghao Gui
    DBLP profile ↗ORCID search ↗
  75. InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
    ACL 2024 ·
    Zeyuan Wang
    DBLP profile ↗ORCID search ↗
  76. Knowledge Circuits in Pretrained Transformers
    NeurIPS 2024 ·
    Yunzhi Yao
    DBLP profile ↗ORCID search ↗
  77. Knowledge Mechanisms in Large Language Models: A Survey and Perspective
    EMNLP 2024 ·
    Mengru Wang
    DBLP profile ↗ORCID search ↗
  78. Knowledge-aware Reinforced Language Models for Protein Directed Evolution
    ICML 2024 ·
    Yuhao Wang
    DBLP profile ↗ORCID search ↗
  79. Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
    ACL 2024 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  80. Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
    EMNLP 2024 ·
    Junjie Wang
    DBLP profile ↗ORCID search ↗
  81. MKGL: Mastery of a Three-Word Language
    NeurIPS 2024 ·
    Lingbing Guo
    DBLP profile ↗ORCID search ↗
  82. Making Language Models Better Tool Learners with Execution Feedback
    NAACL 2024 ·
    Shuofei Qiao
    DBLP profile ↗ORCID search ↗
  83. Making Large Language Models Perform Better in Knowledge Graph Completion
    ACM MM 2024 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  84. Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
    ICLR 2024 ·
    Yin Fang
    DBLP profile ↗ORCID search ↗
  85. NativE: Multi-modal Knowledge Graph Completion in the Wild
    SIGIR 2024 ·
    Yichi Zhang
    DBLP profile ↗ORCID search ↗
  86. OceanGPT: A Large Language Model for Ocean Science Tasks
    ACL 2024 ·
    Zhen Bi
    DBLP profile ↗ORCID search ↗
  87. OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
    VLDB 2024 ·
    Ningyu Zhang
    DBLP profile ↗ORCID search ↗
  88. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
    EMNLP 2024 ·
    Jintian Zhang
    DBLP profile ↗ORCID search ↗
  89. RaFe: Ranking Feedback Improves Query Rewriting for RAG
    EMNLP 2024 ·
    Shengyu Mao
    DBLP profile ↗ORCID search ↗
  90. Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
    ICLR 2024 ·
    Lingbing Guo
    DBLP profile ↗ORCID search ↗
  91. To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
    EMNLP 2024 ·
    Bozhong Tian
    DBLP profile ↗ORCID search ↗
  92. Unified Hallucination Detection for Multimodal Large Language Models
    ACL 2024 ·
    Xiang Chen
    DBLP profile ↗ORCID search ↗
  93. Unveiling the Pitfalls of Knowledge Editing for Large Language Models
    ICLR 2024 ·
    Zhoubo Li
    DBLP profile ↗ORCID search ↗
  94. WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
    NeurIPS 2024 ·
    Peng Wang
    DBLP profile ↗ORCID search ↗
  95. When Do Program-of-Thought Works for Reasoning?
    AAAI 2024 ·
    Zhen Bi
    DBLP profile ↗ORCID search ↗