Dawei Li

41 papers A* 4A 2B 2Journal 26Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Model Editing as a Double-Edged Sword: Steering Agent Behavior Toward Beneficence or Harm.
AAAI
Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu
2026 J jnl
Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey.
CoRR
Wei-Chieh Huang, Weizhi Zhang, Yueqing Liang, Yuanchen Bei, Yankai Chen, Tao Feng, Xinyu Pan, Zhen Tan, Yu Wang, Tianxin Wei, Shanglin Wu, Ruiyao Xu, Liangwei Yang, Rui Yang, Wooseong Yang, Chin-Yuan Yeh, Hanrong Zhang, Haozhen Zhang, Siqi Zhu, Henry Peng Zou, Wanjia Zhao, Song Wang, Wujiang Xu, Zixuan Ke, Zheng Hui, Dawei Li, Yaozu Wu, Langzhou He, Chen Wang, Xiongxiao Xu, Baixiang Huang, Juntao Tan, Shelby Heinecke, Huan Wang, Caiming Xiong, Ahmed A. Metwally, Jun Yan, Chen-Yu Lee, Hanqing Zeng, Yinglong Xia, Xiaokai Wei, Ali Payani, Yu Wang, Haitong Ma, Wenya Wang, Chenguang Wang, Yu Zhang, Xin Wang, Yongfeng Zhang, Jiaxuan You, Hanghang Tong, Xiao Luo, Xue Liu, Yizhou Sun, Wei Wang, Julian J. McAuley, James Zou, Jiawei Han, Philip S. Yu, Kai Shu
2026 J jnl
ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents.
CoRR
Dawei Li, Yuguang Yao, Zhen Tan, Huan Liu, Ruocheng Guo
2025 J jnl
Are Today's LLMs Ready to Explain Well-Being Concepts?
CoRR
Bohan Jiang, Dawei Li, Zhen Tan, Chengshuai Zhao, Huan Liu
2025 — conf
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment.
NAACL (Long Papers)
Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen
2025 B conf
Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models.
IEEE Big Data
Liangjie Huang, Dawei Li, Huan Liu, Lu Cheng
2025 J jnl
Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models.
CoRR
Liangjie Huang, Dawei Li, Huan Liu, Lu Cheng
2025 A conf
Building Safer Sites: A Large-Scale Multi-Level Dataset for Construction Safety Benchmark.
CIKM
Zhenhui Ou, Dawei Li, Zhen Tan, Wenlin Li, Huan Liu, Siyuan Song
2025 B conf
Can LLMs Improve Multimodal Fact-Checking by Asking Relevant Questions?
IEEE Big Data
Alimohammad Beigi, Bohan Jiang, Dawei Li, Zhen Tan, Pouya Shaeri, Tharindu Kumarage, Amrita Bhattacharjee, Huan Liu
2025 J jnl
Fairness in Multi-modal Medical Diagnosis with Demonstration Selection.
CoRR
Dawei Li, Zijian Gu, Peng Wang, Chuhan Song, Zhen Tan, Mohan Zhang, Tianlong Chen, Yu Tian, Song Wang
2025 A* conf
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge.
EMNLP
Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, Kai Shu, Lu Cheng, Huan Liu
2025 J jnl
From Moderation to Mediation: Can LLMs Serve as Mediators in Online Flame Wars?
CoRR
Dawei Li, Abdullah Alnaibari, Muhammad Arslan, Manny Sandoval, Deborah L. Hall, Yasin N. Silva, Huan Liu
2025 A conf
Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era.
CIKM
Dawei Li, Yue Huang, Ming Li, Tianyi Zhou, Xiangliang Zhang, Huan Liu
2025 J jnl
Generative Models for Synthetic Data: Transforming Data Mining in the GenAI Era.
CoRR
Dawei Li, Yue Huang, Ming Li, Tianyi Zhou, Xiangliang Zhang, Huan Liu
2025 J jnl
Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens.
CoRR
Chengshuai Zhao, Zhen Tan, Pingchuan Ma, Dawei Li, Bohan Jiang, Yancheng Wang, Yingzhen Yang, Huan Liu
2025 J jnl
Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm.
CoRR
Baixiang Huang, Zhen Tan, Haoran Wang, Zijie Liu, Dawei Li, Ali Payani, Huan Liu, Tianlong Chen, Kai Shu
2025 J jnl
Preference Leakage: A Contamination Problem in LLM-as-a-judge.
CoRR
Dawei Li, Renliang Sun, Yue Huang, Ming Zhong, Bohan Jiang, Jiawei Han, Xiangliang Zhang, Wei Wang, Huan Liu
2025 — conf
SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents.
PAKDD (3)
Dawei Li, Zhen Tan, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen
2025 J jnl
The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation.
CoRR
Ruichen Zhang, Rana Muhammad Shahroz Khan, Zhen Tan, Dawei Li, Song Wang, Tianlong Chen
2025 J jnl
Who's Your Judge? On the Detectability of LLM-Generated Judgments.
CoRR
Dawei Li, Zhen Tan, Chengshuai Zhao, Bohan Jiang, Baixiang Huang, Pingchuan Ma, Abdullah Alnaibari, Kai Shu, Huan Liu
2024 J jnl
Assessing the Impact of Conspiracy Theories Using Large Language Models.
CoRR
Bohan Jiang, Dawei Li, Zhen Tan, Xinyi Zhou, Ashwin Rao, Kristina Lerman, H. Russell Bernard, Huan Liu
2024 J jnl
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment.
CoRR
Sizhe Wang, Yongqi Tong, Hengyuan Zhang, Dawei Li, Xin Zhang, Tianlong Chen
2024 — conf
Contextualization Distillation from Large Language Model for Knowledge Graph Completion.
EACL (Findings)
Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu
2024 J jnl
Contextualization Distillation from Large Language Model for Knowledge Graph Completion.
CoRR
Dawei Li, Zhen Tan, Tianlong Chen, Huan Liu
2024 — conf
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature.
EMNLP (Findings)
Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen
2024 J jnl
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature.
CoRR
Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen
2024 J jnl
Exploring Large Language Models for Feature Selection: A Data-centric Perspective.
CoRR
Dawei Li, Zhen Tan, Huan Liu
2024 J jnl
Exploring Large Language Models for Feature Selection: A Data-centric Perspective.
SIGKDD Explor.
Dawei Li, Zhen Tan, Huan Liu
2024 J jnl
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge.
CoRR
Dawei Li, Bohan Jiang, Liangjie Huang, Alimohammad Beigi, Chengshuai Zhao, Zhen Tan, Amrita Bhattacharjee, Yuxuan Jiang, Canyu Chen, Tianhao Wu, Kai Shu, Lu Cheng, Huan Liu
2024 J jnl
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models.
CoRR
Joseph Lee, Shu Yang, Jae Young Baik, Xiaoxi Liu, Zhen Tan, Dawei Li, Zixuan Wen, Bojian Hou, Duy Duong-Tran, Tianlong Chen, Li Shen
2024 J jnl
LRQ-Fact: LLM-Generated Relevant Questions for Multimodal Fact-Checking.
CoRR
Alimohammad Beigi, Bohan Jiang, Dawei Li, Tharindu Kumarage, Zhen Tan, Pouya Shaeri, Huan Liu
2024 A* conf
Large Language Models for Data Annotation and Synthesis: A Survey.
EMNLP
Zhen Tan, Dawei Li, Song Wang, Alimohammad Beigi, Bohan Jiang, Amrita Bhattacharjee, Mansooreh Karami, Jundong Li, Lu Cheng, Huan Liu
2024 J jnl
Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs.
CoRR
Tianqi Shang, Shu Yang, Weiqing He, Tianhua Zhai, Dawei Li, Bojian Hou, Tianlong Chen, Jason H. Moore, Marylyn D. Ritchie, Li Shen
2023 — conf
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning.
BEA@ACL
Hengyuan Zhang, Dawei Li, Yanran Li, Chenming Shang, Chufan Shi, Yong Jiang
2023 J jnl
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning.
CoRR
Hengyuan Zhang, Dawei Li, Yanran Li, Chenming Shang, Chufan Shi, Yong Jiang
2023 A* conf
Multi-level Contrastive Learning for Script-based Character Understanding.
EMNLP
Dawei Li, Hengyuan Zhang, Yanran Li, Shiping Yang
2023 J jnl
Multi-level Contrastive Learning for Script-based Character Understanding.
CoRR
Dawei Li, Hengyuan Zhang, Yanran Li, Shiping Yang
2022 J jnl
C3KG: A Chinese Commonsense Conversation Knowledge Graph.
CoRR
Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Chen Wei, Jianwei Cui, Bin Wang
2022 — conf
C³KG: A Chinese Commonsense Conversation Knowledge Graph.
ACL (Findings)
Dawei Li, Yanran Li, Jiayi Zhang, Ke Li, Chen Wei, Jianwei Cui, Bin Wang
2022 — conf
Fine-grained Contrastive Learning for Definition Generation.
AACL/IJCNLP (1)
Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li
2022 J jnl
Fine-grained Contrastive Learning for Definition Generation.
CoRR
Hengyuan Zhang, Dawei Li, Shiping Yang, Yanran Li