Huajun Chen

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

DBLP profile ↗ORCID search ↗

Venues

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

Frequent coauthors

Ningyu Zhang

×50

Wen Zhang

×25

Lei Liang

×19

Shumin Deng

×17

Yunzhi Yao

×15

Mengshu Sun

×14

Shuofei Qiao

×14

Zhuo Chen

×14

Keyan Ding

×13

Lingbing Guo

×13

Qiang Zhang

×12

Yichi Zhang

×12

Papers

ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
ACL 2026 ·
Xiaoke Guo
,
Songze Li
,
Zhiqiang Liu
,
Zhaoyan Gong
,
Yuanxiang Liu
, Huajun Chen,
Wen Zhang
Breaking the Modality Barrier: Generative Modeling for Accurate Molecule Retrieval from Mass Spectra
AAAI 2026 ·
Yiwen Zhang
,
Keyan Ding
,
Yihang Wu
,
Xiang Zhuang
,
Yi Yang
,
Qiang Zhang
, Huajun Chen
Can We Predict Before Executing Machine Learning Agents?
ACL 2026 ·
Jingsheng Zheng
,
Jintian Zhang
,
Yujie Luo
,
Yuren Mao
,
Yunjun Gao
,
Lun Du
, Huajun Chen,
Ningyu Zhang
CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
ACL 2026 ·
Yuanxiang Liu
,
Songze Li
,
Xiaoke Guo
,
Zhaoyan Gong
,
Qifei Zhang
, Huajun Chen,
Wen Zhang
How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
ACL 2026 ·
Ziwen Xu
,
Kewei Xu
,
Haoming Xu
,
Haiwen Hong
,
Longtao Huang
,
Hui Xue
,
Ningyu Zhang
,
Yongliang Shen
,
Guozhou Zheng
, Huajun Chen,
Shumin Deng
Illusions of Confidence? Diagnosing LLM Truthfulness via Neighborhood Consistency
ACL 2026 ·
Haoming Xu
,
Ningyuan Zhao
,
Yunzhi Yao
,
Weihong Xu
,
Hongru Wang
,
Xinle Deng
,
Shumin Deng
,
Jeff Z. Pan
, Huajun Chen,
Ningyu Zhang
Know the Known and the Unknown: Reasonable Answer Generation with Knowledge-Informed Citations
ACL 2026 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Jun Xu
,
Mengshu Sun
,
Zhizhen Liu
,
Lei Liang
,
Wen Zhang
, Huajun Chen
KnowRL: Exploring Knowledgeable Reinforcement Learning for Factuality
ACL 2026 ·
Baochang Ren
,
Shuofei Qiao
,
Ningyu Zhang
,
Da Zheng
, Huajun Chen
Memp: Exploring Agent Procedural Memory
ACL 2026 ·
Runnan Fang
,
Yuan Liang
,
Xiaobin Wang
,
Jialong Wu
,
Shuofei Qiao
,
Pengjun Xie
,
Fei Huang
, Huajun Chen,
Ningyu Zhang
MolSafeEval: A Benchmark for Uncovering Safety Risks in AI-Generated Molecules
ACL 2026 ·
Tong Xu
,
Xinzhe Cao
,
Zhihui Zhu
,
Keyan Ding
, Huajun Chen
SAFER: Advancing Safety Alignment via Efficient Ex-Ante Reasoning
ACL 2026 ·
Kehua Feng
,
Keyan Ding
,
Yuhao Wang
,
Menghan Li
,
Fanjunduo Wei
,
Xinda Wang
, Huajun Chen
Structured and Abstractive Reasoning on Multi-modal Relational Knowledge Images
ACL 2026 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Wen Zhang
, Huajun Chen
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
ACL 2026 ·
Zhaoyan Gong
,
Zhiqiang Liu
,
Songze Li
,
Xiaoke Guo
,
Yuanxiang Liu
,
Xinle Deng
,
Zhizhen Liu
,
Lei Liang
, Huajun Chen,
Wen Zhang
Template-Theorems Graph Construction to Enhance Mathematical Reasoning Capabilities of LLM
AAAI 2026 ·
Yarong Lan
,
Yajing Xu
, Huajun Chen
Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction
AAAI 2026 ·
Jun Xu
,
Xinkai Du
,
Yu Ao
,
Peilong Zhao
,
Yang Li
,
Ling Zhong
,
Lin Yuan
,
Zhongpu Bo
,
Xiaorui Wang
,
Mengshu Sun
,
Zhengke Gui
,
Dalong Zhang
,
ZhaoYang Wang
,
Qiwei Wang
,
Yangyang Hou
,
ZhiYing Yi
,
Haofen Wang
, Huajun Chen,
Lei Liang
,
Jun Zhou
What Makes AI Research Replicable? Executable Knowledge Graphs as Scientific Knowledge Representations
ACL 2026 ·
Yujie Luo
,
Zhuoyun Yu
,
Xuehai Wang
,
Yuqi Zhu
,
Ningyu Zhang
,
Lanning Wei
,
Lun Du
,
Da Zheng
, Huajun Chen
What's Missing in Screen-to-Action? Towards a UI-in-the-Loop Paradigm for Multimodal GUI Reasoning
ACL 2026 ·
Songze Li
,
Xiaoke Guo
,
Tianqi Liu
,
Biao Yi
,
Zhaoyan Gong
,
Zhiqiang Liu
, Huajun Chen,
Wen Zhang
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
AAAI 2026 ·
Yuqi Zhu
,
Yi Zhong
,
Jintian Zhang
,
Ziheng Zhang
,
Shuofei Qiao
,
Yujie Luo
,
Lun Du
,
Da Zheng
,
Ningyu Zhang
, Huajun Chen
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
ACL 2026 ·
Ziwen Xu
,
Chenyan Wu
,
Hengyu Sun
,
Haiwen Hong
,
Mengru Wang
,
Yunzhi Yao
,
Longtao Huang
,
Hui Xue
,
Shumin Deng
,
Zhixuan Chu
, Huajun Chen,
Ningyu Zhang
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems
ACM MM 2025 ·
Chenxi Wang
,
Jizhan Fang
,
Xiang Chen
,
Bozhong Tian
,
Ziwen Xu
, Huajun Chen,
Ningyu Zhang
Abstractive Visual Understanding of Multi-modal Structured Knowledge: A New Perspective for MLLM Evaluation
ACM MM 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Min Zhang
,
Wen Zhang
, Huajun Chen
Agentic Knowledgeable Self-awareness
ACL 2025 ·
Shuofei Qiao
,
Zhisong Qiu
,
Baochang Ren
,
Xiaobin Wang
,
Xiangyuan Ru
,
Ningyu Zhang
,
Xiang Chen
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen
Benchmarking Agentic Workflow Generation
ICLR 2025 ·
Shuofei Qiao
,
Runnan Fang
,
Zhisong Qiu
,
Xiaobin Wang
,
Ningyu Zhang
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen
Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning
ACL 2025 ·
Yin Hua
,
Zhiqiang Liu
,
Mingyang Chen
,
Zheng Fang
,
Chi Man Wong
,
Lingxiao Li
,
Chi-Man Vong
, Huajun Chen,
Wen Zhang
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
ACL 2025 ·
Mengru Wang
,
Ziwen Xu
,
Shengyu Mao
,
Shumin Deng
,
Zhaopeng Tu
, Huajun Chen,
Ningyu Zhang
Boosting LLM's Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
ACL 2025 ·
Xiang Zhuang
,
Bin Wu
,
Jiyu Cui
,
Kehua Feng
,
Xiaotong Li
,
Huabin Xing
,
Keyan Ding
,
Qiang Zhang
, Huajun Chen
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
ACL 2025 ·
Jizhan Fang
,
Tianhe Lu
,
Yunzhi Yao
,
Ziyan Jiang
,
Xin Xu
, Huajun Chen,
Ningyu Zhang
CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners
EMNLP 2025 ·
Yunzhi Yao
,
Jizhan Fang
,
Jia-Chen Gu
,
Ningyu Zhang
,
Shumin Deng
, Huajun Chen,
Nanyun Peng
Client-Server Co-design with Multi-modal Codebooks Makes Better and Faster Federate Knowledge Sharing
ACM MM 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Lei Liang
,
Wen Zhang
, Huajun Chen
Croppable Knowledge Graph Embedding
ACL 2025 ·
Yushan Zhu
,
Wen Zhang
,
Zhiqiang Liu
,
Mingyang Chen
,
Lei Liang
, Huajun Chen
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models
EMNLP 2025 ·
Ziwen Xu
,
Shuxun Wang
,
Kewei Xu
,
Haoming Xu
,
Mengru Wang
,
Xinle Deng
,
Yunzhi Yao
,
Guozhou Zheng
, Huajun Chen,
Ningyu Zhang
Enhancing Safe and Controllable Protein Generation via Knowledge Preference Optimization
ACL 2025 ·
Yuhao Wang
,
Keyan Ding
,
Kehua Feng
,
Zeyuan Wang
,
Ming Qin
,
Xiaotong Li
,
Qiang Zhang
, Huajun Chen
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
EMNLP 2025 ·
Songze Li
,
Zhiqiang Liu
,
Zhengke Gui
, Huajun Chen,
Wen Zhang
EventRAG: Enhancing LLM Generation with Event Knowledge Graphs
ACL 2025 ·
Zairun Yang
,
Yilin Wang
,
Zhengyan Shi
,
Yuan Yao
,
Lei Liang
,
Keyan Ding
,
Emine Yilmaz
, Huajun Chen,
Qiang Zhang
Exploring Model Kinship for Merging Large Language Models
EMNLP 2025 ·
Yedi Hu
,
Yunzhi Yao
,
Ningyu Zhang
, Huajun Chen,
Shumin Deng
Have We Designed Generalizable Structural Knowledge Promptings? Systematic Evaluation and Rethinking
ACL 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Shaokai Chen
,
Mengshu Sun
,
Binbin Hu
,
Zhiqiang Zhang
,
Lei Liang
,
Wen Zhang
, Huajun Chen
HiMoLE: Towards OOD-Robust LoRA via Hierarchical Mixture of Experts
NeurIPS 2025 ·
Yinuo Jiang
,
Xiaodong Yan
,
Keyan Ding
,
Deng Zhao
,
Lei Liang
,
Qiang Zhang
, Huajun Chen
How Do LLMs Acquire New Knowledge? A Knowledge Circuits Perspective on Continual Pre-Training
ACL 2025 ·
Yixin Ou
,
Yunzhi Yao
,
Ningyu Zhang
,
Hui Jin
,
Jiacheng Sun
,
Shumin Deng
,
Zhenguo Li
, Huajun Chen
K-ON: Stacking Knowledge on the Head Layer of Large Language Model
AAAI 2025 ·
Lingbing Guo
,
Yichi Zhang
,
Zhongpu Bo
,
Zhuo Chen
,
Mengshu Sun
,
Zhiqiang Zhang
,
Wen Zhang
, Huajun Chen
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
WWW 2025 ·
Lei Liang
,
Zhongpu Bo
,
Zhengke Gui
,
Zhongshu Zhu
,
Ling Zhong
,
Peilong Zhao
,
Mengshu Sun
,
Zhiqiang Zhang
,
Jun Zhou
,
Wenguang Chen
,
Wen Zhang
, Huajun Chen
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
NAACL 2025 ·
Yuqi Zhu
,
Shuofei Qiao
,
Yixin Ou
,
Shumin Deng
,
Shiwei Lyu
,
Yue Shen
,
Lei Liang
,
Jinjie Gu
, Huajun Chen,
Ningyu Zhang
LightThinker: Thinking Step-by-Step Compression
EMNLP 2025 ·
Jintian Zhang
,
Yuqi Zhu
,
Mengshu Sun
,
Yujie Luo
,
Shuofei Qiao
,
Lun Du
,
Da Zheng
, Huajun Chen,
Ningyu Zhang
MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation
ICLR 2025 ·
Chenxi Wang
,
Xiang Chen
,
Ningyu Zhang
,
Bozhong Tian
,
Haoming Xu
,
Shumin Deng
, Huajun Chen
Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
ICLR 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Binbin Hu
,
Ziqi Liu
,
Wen Zhang
, Huajun Chen
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
EMNLP 2025 ·
Zekun Xi
,
Wenbiao Yin
,
Jizhan Fang
,
Jialong Wu
,
Runnan Fang
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen,
Ningyu Zhang
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
WWW 2025 ·
Yujie Luo
,
Xiangyuan Ru
,
Kangwei Liu
,
Lin Yuan
,
Mengshu Sun
,
Ningyu Zhang
,
Lei Liang
,
Zhiqiang Zhang
,
Jun Zhou
,
Lanning Wei
,
Da Zheng
,
Haofen Wang
, Huajun Chen
OntoTune: Ontology-Driven Self-training for Aligning Large Language Models
WWW 2025 ·
Zhiqiang Liu
,
Chengtao Gan
,
Junjie Wang
,
Yichi Zhang
,
Zhongpu Bo
,
Mengshu Sun
, Huajun Chen,
Wen Zhang
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
EMNLP 2025 ·
Zhaoyan Gong
,
Juan Li
,
Zhiqiang Liu
,
Lei Liang
, Huajun Chen,
Wen Zhang
ReLearn: Unlearning via Learning for Large Language Models
ACL 2025 ·
Haoming Xu
,
Ningyuan Zhao
,
Liming Yang
,
Sendong Zhao
,
Shumin Deng
,
Mengru Wang
,
Bryan Hooi
,
Nay Oo
, Huajun Chen,
Ningyu Zhang
ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning
NeurIPS 2025 ·
Mingyang Chen
,
Linzhuang Sun
,
Tianpeng Li
,
Haoze Sun
,
Yijie Zhou
,
Chenzheng Zhu
,
Haofen Wang
,
Jeff Z. Pan
,
Wen Zhang
, Huajun Chen,
Fan Yang
,
Zenan Zhou
,
Weipeng Chen
RiOT: Efficient Prompt Refinement with Residual Optimization Tree
ACL 2025 ·
Chenyi Zhou
,
Zhengyan Shi
,
Yuan Yao
,
Lei Liang
, Huajun Chen,
Qiang Zhang
SKA-Bench: A Fine-Grained Benchmark for Evaluating Structured Knowledge Understanding of LLMs
EMNLP 2025 ·
Zhiqiang Liu
,
Enpei Niu
,
Yin Hua
,
Mengshu Sun
,
Lei Liang
, Huajun Chen,
Wen Zhang
SaMer: A Scenario-aware Multi-dimensional Evaluator for Large Language Models
ICLR 2025 ·
Kehua Feng
,
Keyan Ding
,
Jing Yu
,
Yiwen Qu
,
Zhiwen Chen
,
Chengfei Lv
,
Gang Yu
,
Qiang Zhang
, Huajun Chen
Sample-Efficient Human Evaluation of Large Language Models via Maximum Discrepancy Competition
ACL 2025 ·
Kehua Feng
,
Keyan Ding
,
Hongzhi Tan
,
Kede Ma
,
Zhihua Wang
,
Shuangquan Guo
,
Yuzhou Cheng
,
Ge Sun
,
Guozhou Zheng
,
Qiang Zhang
, Huajun Chen
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
ACL 2025 ·
Runnan Fang
,
Xiaobin Wang
,
Yuan Liang
,
Shuofei Qiao
,
Jialong Wu
,
Zekun Xi
,
Ningyu Zhang
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen
Text-to-Image Generation with Multi-modal Knowledge Graph Construction and Retrieval
ACM MM 2025 ·
Jiawei Meng
,
Zhengmao Yang
,
Zhiqiang Liu
,
Shaokai Chen
,
Zhizhen Liu
,
Wen Zhang
, Huajun Chen
Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
AAAI 2025 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Binbin Hu
,
Ziqi Liu
,
Wen Zhang
, Huajun Chen
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
AAAI 2025 ·
Wen Zhang
,
Long Jin
,
Yushan Zhu
,
Jiaoyan Chen
,
Zhiwei Huang
,
Junjie Wang
,
Yin Hua
,
Lei Liang
, Huajun Chen
Agent Planning with World Knowledge Model
NeurIPS 2024 ·
Shuofei Qiao
,
Runnan Fang
,
Ningyu Zhang
,
Yuqi Zhu
,
Xiang Chen
,
Shumin Deng
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
ACL 2024 ·
Shuofei Qiao
,
Ningyu Zhang
,
Runnan Fang
,
Yujie Luo
,
Wangchunshu Zhou
,
Yuchen Eleanor Jiang
,
Chengfei Lv
, Huajun Chen
Continual Multimodal Knowledge Graph Construction
IJCAI 2024 ·
Xiang Chen
,
Jingtian Zhang
,
Xiaohan Wang
,
Ningyu Zhang
,
Tongtong Wu
,
Yuxiang Wang
,
Yongheng Wang
, Huajun Chen
DePLM: Denoising Protein Language Models for Property Optimization
NeurIPS 2024 ·
Zeyuan Wang
,
Keyan Ding
,
Ming Qin
,
Xiaotong Li
,
Xiang Zhuang
,
Yu Zhao
,
Jianhua Yao
,
Qiang Zhang
, Huajun Chen
Detoxifying Large Language Models via Knowledge Editing
ACL 2024 ·
Mengru Wang
,
Ningyu Zhang
,
Ziwen Xu
,
Zekun Xi
,
Shumin Deng
,
Yunzhi Yao
,
Qishen Zhang
,
Linyi Yang
,
Jindong Wang
, Huajun Chen
Domain-Agnostic Molecular Generation with Chemical Feedback
ICLR 2024 ·
Yin Fang
,
Ningyu Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Xiaohui Fan
, Huajun Chen
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
ACL 2024 ·
Peng Wang
,
Ningyu Zhang
,
Bozhong Tian
,
Zekun Xi
,
Yunzhi Yao
,
Ziwen Xu
,
Mengru Wang
,
Shengyu Mao
,
Xiaohan Wang
,
Siyuan Cheng
,
Kangwei Liu
,
Yuansheng Ni
,
Guozhou Zheng
, Huajun Chen
EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models
ACL 2024 ·
Yixin Ou
,
Ningyu Zhang
,
Honghao Gui
,
Ziwen Xu
,
Shuofei Qiao
,
Runnan Fang
,
Lei Li
,
Zhen Bi
,
Guozhou Zheng
, Huajun Chen
Editing Conceptual Knowledge for Large Language Models
EMNLP 2024 ·
Xiaohan Wang
,
Shengyu Mao
,
Shumin Deng
,
Yunzhi Yao
,
Yue Shen
,
Lei Liang
,
Jinjie Gu
, Huajun Chen,
Ningyu Zhang
Editing Language Model-Based Knowledge Graph Embeddings
AAAI 2024 ·
Siyuan Cheng
,
Ningyu Zhang
,
Bozhong Tian
,
Xi Chen
,
Qingbin Liu
, Huajun Chen
Enhancing Cross Text-Molecule Learning by Self-Augmentation
ACL 2024 ·
Yinuo Jiang
,
Xiang Zhuang
,
Keyan Ding
,
Qiang Zhang
, Huajun Chen
FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
IJCAI 2024 ·
Xiang Chen
,
Duanzheng Song
,
Honghao Gui
,
Chenxi Wang
,
Ningyu Zhang
,
Yong Jiang
,
Fei Huang
,
Chengfei Lyu
,
Dan Zhang
, Huajun Chen
IEPile: Unearthing Large Scale Schema-Conditioned Information Extraction Corpus
ACL 2024 ·
Honghao Gui
,
Lin Yuan
,
Hongbin Ye
,
Ningyu Zhang
,
Mengshu Sun
,
Lei Liang
, Huajun Chen
InBox: Recommendation with Knowledge Graph using Interest Box Embedding
VLDB 2024 ·
Zezhong Xu
,
Yincen Qu
,
Wen Zhang
,
Lei Liang
, Huajun Chen
InstructEdit: Instruction-Based Knowledge Editing for Large Language Models
IJCAI 2024 ·
Ningyu Zhang
,
Bozhong Tian
,
Siyuan Cheng
,
Xiaozhuan Liang
,
Yi Hu
,
Kouying Xue
,
Yanjie Gou
,
Xi Chen
, Huajun Chen
InstructIE: A Bilingual Instruction-based Information Extraction Dataset
ISWC 2024 ·
Honghao Gui
,
Shuofei Qiao
,
Jintian Zhang
,
Hongbin Ye
,
Mengshu Sun
,
Lei Liang
,
Jeff Z. Pan
, Huajun Chen,
Ningyu Zhang
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction
ACL 2024 ·
Zeyuan Wang
,
Qiang Zhang
,
Keyan Ding
,
Ming Qin
,
Xiang Zhuang
,
Xiaotong Li
, Huajun Chen
Knowledge Circuits in Pretrained Transformers
NeurIPS 2024 ·
Yunzhi Yao
,
Ningyu Zhang
,
Zekun Xi
,
Mengru Wang
,
Ziwen Xu
,
Shumin Deng
, Huajun Chen
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
EMNLP 2024 ·
Mengru Wang
,
Yunzhi Yao
,
Ziwen Xu
,
Shuofei Qiao
,
Shumin Deng
,
Peng Wang
,
Xiang Chen
,
Jia-Chen Gu
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen,
Ningyu Zhang
Knowledge-aware Reinforced Language Models for Protein Directed Evolution
ICML 2024 ·
Yuhao Wang
,
Qiang Zhang
,
Ming Qin
,
Xiang Zhuang
,
Xiaotong Li
,
Zhichen Gong
,
Zeyuan Wang
,
Yu Zhao
,
Jianhua Yao
,
Keyan Ding
, Huajun Chen
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
ACL 2024 ·
Yichi Zhang
,
Zhuo Chen
,
Yin Fang
,
Yanxi Lu
,
Fangming Li
,
Wen Zhang
, Huajun Chen
Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs
EMNLP 2024 ·
Junjie Wang
,
Mingyang Chen
,
Binbin Hu
,
Dan Yang
,
Ziqi Liu
,
Yue Shen
,
Peng Wei
,
Zhiqiang Zhang
,
Jinjie Gu
,
Jun Zhou
,
Jeff Z. Pan
,
Wen Zhang
, Huajun Chen
MKGL: Mastery of a Three-Word Language
NeurIPS 2024 ·
Lingbing Guo
,
Zhongpu Bo
,
Zhuo Chen
,
Yichi Zhang
,
Jiaoyan Chen
,
Yarong Lan
,
Mengshu Sun
,
Zhiqiang Zhang
,
Yangyifei Luo
,
Qian Li
,
Qiang Zhang
,
Wen Zhang
, Huajun Chen
Making Language Models Better Tool Learners with Execution Feedback
NAACL 2024 ·
Shuofei Qiao
,
Honghao Gui
,
Chengfei Lv
,
Qianghuai Jia
, Huajun Chen,
Ningyu Zhang
Making Large Language Models Perform Better in Knowledge Graph Completion
ACM MM 2024 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Wen Zhang
, Huajun Chen
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ICLR 2024 ·
Yin Fang
,
Xiaozhuan Liang
,
Ningyu Zhang
,
Kangwei Liu
,
Rui Huang
,
Zhuo Chen
,
Xiaohui Fan
, Huajun Chen
NativE: Multi-modal Knowledge Graph Completion in the Wild
SIGIR 2024 ·
Yichi Zhang
,
Zhuo Chen
,
Lingbing Guo
,
Yajing Xu
,
Binbin Hu
,
Ziqi Liu
,
Wen Zhang
, Huajun Chen
OceanGPT: A Large Language Model for Ocean Science Tasks
ACL 2024 ·
Zhen Bi
,
Ningyu Zhang
,
Yida Xue
,
Yixin Ou
,
Daxiong Ji
,
Guozhou Zheng
, Huajun Chen
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
VLDB 2024 ·
Ningyu Zhang
,
Zekun Xi
,
Yujie Luo
,
Peng Wang
,
Bozhong Tian
,
Yunzhi Yao
,
Jintian Zhang
,
Shumin Deng
,
Mengshu Sun
,
Lei Liang
,
Zhiqiang Zhang
,
Xiaowei Zhu
,
Jun Zhou
, Huajun Chen
OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs
EMNLP 2024 ·
Jintian Zhang
,
Cheng Peng
,
Mengshu Sun
,
Xiang Chen
,
Lei Liang
,
Zhiqiang Zhang
,
Jun Zhou
, Huajun Chen,
Ningyu Zhang
RaFe: Ranking Feedback Improves Query Rewriting for RAG
EMNLP 2024 ·
Shengyu Mao
,
Yong Jiang
,
Boli Chen
,
Xiao Li
,
Peng Wang
,
Xinyu Wang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen,
Ningyu Zhang
Revisit and Outstrip Entity Alignment: A Perspective of Generative Models
ICLR 2024 ·
Lingbing Guo
,
Zhuo Chen
,
Jiaoyan Chen
,
Yin Fang
,
Wen Zhang
, Huajun Chen
To Forget or Not? Towards Practical Knowledge Unlearning for Large Language Models
EMNLP 2024 ·
Bozhong Tian
,
Xiaozhuan Liang
,
Siyuan Cheng
,
Qingbin Liu
,
Mengru Wang
,
Dianbo Sui
,
Xi Chen
, Huajun Chen,
Ningyu Zhang
Unified Hallucination Detection for Multimodal Large Language Models
ACL 2024 ·
Xiang Chen
,
Chenxi Wang
,
Yida Xue
,
Ningyu Zhang
,
Xiaoyan Yang
,
Qiang Li
,
Yue Shen
,
Lei Liang
,
Jinjie Gu
, Huajun Chen
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
ICLR 2024 ·
Zhoubo Li
,
Ningyu Zhang
,
Yunzhi Yao
,
Mengru Wang
,
Xi Chen
, Huajun Chen
WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
NeurIPS 2024 ·
Peng Wang
,
Zexi Li
,
Ningyu Zhang
,
Ziwen Xu
,
Yunzhi Yao
,
Yong Jiang
,
Pengjun Xie
,
Fei Huang
, Huajun Chen
When Do Program-of-Thought Works for Reasoning?
AAAI 2024 ·
Zhen Bi
,
Ningyu Zhang
,
Yinuo Jiang
,
Shumin Deng
,
Guozhou Zheng
, Huajun Chen