MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science. - Chenkai Sun; Abolfazl Asudeh; H. V. Jagadish; Bill Howe; Julia Stoyanovich (CIKM, 2019)

MithraCoverage: A System for Investigating Population Bias for Intersectional Fairness. - Zhongjun Jin; Mengjing Xu; Chenkai Sun; Abolfazl Asudeh; H. V. Jagadish (SIGMOD Conference, 2020)

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction. - Liliang Ren; Chenkai Sun; Heng Ji 001; Julia Hockenmaier (ACL/IJCNLP (Findings), 2021)

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation. - Chenkai Sun; Weijiang Li; Jinfeng Xiao; Nikolaus Nova Parulian; ChengXiang Zhai; Heng Ji 001 (BIBM, 2021)

Research on Evaluation System of Recommendation System. - Chenkai Sun; Junxiu An (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI, 2021)

Measuring the Effect of Influential Messages on Varying Personas. - Chenkai Sun; Jinning Li 001; Hou Pong Chan; ChengXiang Zhai; Heng Ji 001 (ACL (2), 2023)

Incorporating Task-Specific Concept Knowledge into Script Learning. - Chenkai Sun; Tie Xu; Chengxiang Zhai; Heng Ji 001 (EACL, 2023)

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting. - Chenkai Sun; Jinning Li 001; Yi Ren Fung 001; Hou Pong Chan; Tarek F. Abdelzaher; ChengXiang Zhai; Heng Ji 001 (EMNLP, 2023)

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space. - Chi Han; Jialiang Xu; Manling Li; Yi Fung 001; Chenkai Sun; Nan Jiang 008; Tarek F. Abdelzaher; Heng Ji 001 (CoRR, 2023)

Word Embeddings Are Steers for Language Models. - Chi Han; Jialiang Xu; Manling Li; Yi Fung 001; Chenkai Sun; Nan Jiang 008; Tarek F. Abdelzaher; Heng Ji 001 (ACL (1), 2024)

Large Language Model-Guided Disentangled Belief Representation Learning on Polarized Social Graphs. - Jinning Li 001; Ruipeng Han; Chenkai Sun; Dachun Sun; Ruijie Wang 004; Jingying Zeng; Yuchen Yan; Hanghang Tong; Tarek F. Abdelzaher (ICCCN, 2024)

Cascade Speculative Drafting for Even Faster LLM Inference. - Ziyi Chen 003; Xiaocong Yang; Jiacheng Lin; Chenkai Sun; Kevin Chen-Chuan Chang; Jie Huang 009 (NeurIPS, 2024)

Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking. - Yi Fung 001; Ruining Zhao; Jae Doo; Chenkai Sun; Heng Ji 001 (CoRR, 2024)

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. - Chenkai Sun; Ke Yang; Revanth Gangi Reddy; Yi R. Fung 001; Hou Pong Chan; ChengXiang Zhai; Heng Ji 001 (CoRR, 2024)

Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation. - Chenkai Sun; Denghui Zhang; ChengXiang Zhai; Heng Ji 001 (ACL (Findings), 2025)

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement. - Chenkai Sun; Ke Yang; Revanth Gangi Reddy; Yi Ren Fung 001; Hou Pong Chan; Kevin Small; ChengXiang Zhai; Heng Ji 001 (COLING, 2025)

Atomic Reasoning for Scientific Table Claim Verification. - Yuji Zhang 002; Qingyun Wang 005; Cheng Qian 008; Jiateng Liu; Chenkai Sun; Denghui Zhang; Tarek F. Abdelzaher; Chengxiang Zhai; Preslav Nakov; Heng Ji 001 (CoRR, 2025)