C³KG: A Chinese Commonsense Conversation Knowledge Graph. - Dawei Li 008; Yanran Li; Jiayi Zhang; Ke Li; Chen Wei; Jianwei Cui 002; Bin Wang 004 (ACL (Findings), 2022)

Fine-grained Contrastive Learning for Definition Generation. - Hengyuan Zhang; Dawei Li 008; Shiping Yang; Yanran Li (AACL/IJCNLP (1), 2022)

C3KG: A Chinese Commonsense Conversation Knowledge Graph. - Dawei Li 008; Yanran Li; Jiayi Zhang; Ke Li; Chen Wei; Jianwei Cui 002; Bin Wang 004 (CoRR, 2022)

Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning. - Hengyuan Zhang; Dawei Li 008; Yanran Li; Chenming Shang; Chufan Shi; Yong Jiang (BEA@ACL, 2023)

Multi-level Contrastive Learning for Script-based Character Understanding. - Dawei Li 008; Hengyuan Zhang; Yanran Li; Shiping Yang (EMNLP, 2023)

Contextualization Distillation from Large Language Model for Knowledge Graph Completion. - Dawei Li 008; Zhen Tan 001; Tianlong Chen 001; Huan Liu 001 (EACL (Findings), 2024)

DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. - Dawei Li 008; Shu Yang 009; Zhen Tan 001; Jae Young Baik; Sukwon Yun; Joseph Lee; Aaron Chacko; Bojian Hou; Duy Duong-Tran; Ying Ding 001; Huan Liu 001; Li Shen 001; et al. (EMNLP (Findings), 2024)

Large Language Models for Data Annotation and Synthesis: A Survey. - Zhen Tan 001; Dawei Li 008; Song Wang 013; Alimohammad Beigi; Bohan Jiang; Amrita Bhattacharjee; Mansooreh Karami; Jundong Li; Lu Cheng 001; Huan Liu 001 (EMNLP, 2024)

Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models. - Joseph Lee; Shu Yang 009; Jae Young Baik; Xiaoxi Liu; Zhen Tan 001; Dawei Li 008; Zixuan Wen; Bojian Hou; Duy Duong-Tran; Tianlong Chen 001; Li Shen 001 (CoRR, 2024)

LRQ-Fact: LLM-Generated Relevant Questions for Multimodal Fact-Checking. - Alimohammad Beigi; Bohan Jiang; Dawei Li 008; Tharindu Kumarage; Zhen Tan 001; Pouya Shaeri; Huan Liu 001 (CoRR, 2024)

Leveraging Social Determinants of Health in Alzheimer's Research Using LLM-Augmented Literature Mining and Knowledge Graphs. - Tianqi Shang; Shu Yang 009; Weiqing He; Tianhua Zhai; Dawei Li 008; Bojian Hou; Tianlong Chen 001; Jason H. Moore; Marylyn D. Ritchie; Li Shen 001 (CoRR, 2024)

From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge. - Dawei Li 008; Bohan Jiang; Liangjie Huang; Alimohammad Beigi; Chengshuai Zhao; Zhen Tan 001; Amrita Bhattacharjee; Yuxuan Jiang; Canyu Chen; Tianhao Wu; Kai Shu; Lu Cheng 001; et al. (CoRR, 2024)

Assessing the Impact of Conspiracy Theories Using Large Language Models. - Bohan Jiang; Dawei Li 008; Zhen Tan 001; Xinyi Zhou 001; Ashwin Rao; Kristina Lerman; H. Russell Bernard; Huan Liu 001 (CoRR, 2024)

Exploring Large Language Models for Feature Selection: A Data-centric Perspective. - Dawei Li 008; Zhen Tan 001; Huan Liu 001 (SIGKDD Explor., 2024)

BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment. - Sizhe Wang; Yongqi Tong; Hengyuan Zhang; Dawei Li 008; Xin Zhang; Tianlong Chen 001 (NAACL (Long Papers), 2025)

SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-Agents. - Dawei Li 008; Zhen Tan 001; Peijia Qian; Yifan Li; Kumar Satvik Chaudhary; Lijie Hu; Jiayi Shen (PAKDD (3), 2025)

Preference Leakage: A Contamination Problem in LLM-as-a-judge. - Dawei Li 008; Renliang Sun; Yue Huang 001; Ming Zhong 005; Bohan Jiang; Jiawei Han 001; Xiangliang Zhang 001; Wei Wang 010; Huan Liu 001 (CoRR, 2025)

Beyond Accuracy: The Role of Calibration in Self-Improving Large Language Models. - Liangjie Huang; Dawei Li 008; Huan Liu 001; Lu Cheng 001 (CoRR, 2025)

The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation. - Ruichen Zhang; Rana Muhammad Shahroz Khan; Zhen Tan 001; Dawei Li 008; Song Wang 013; Tianlong Chen 001 (CoRR, 2025)

Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm. - Baixiang Huang; Zhen Tan 001; Haoran Wang 005; Zijie Liu; Dawei Li 008; Ali Payani; Huan Liu 001; Tianlong Chen 001; Kai Shu (CoRR, 2025)

Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens. - Chengshuai Zhao; Zhen Tan 001; Pingchuan Ma 012; Dawei Li 008; Bohan Jiang; Yancheng Wang; Yingzhen Yang; Huan Liu 001 (CoRR, 2025)

Are Today's LLMs Ready to Explain Well-Being Concepts? - Bohan Jiang; Dawei Li 008; Zhen Tan 001; Chengshuai Zhao; Huan Liu 001 (CoRR, 2025)