Chenkai Sun

25 papers A* 2A 2B 2Journal 11Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Atomic Reasoning for Scientific Table Claim Verification.
CoRR
Yuji Zhang, Qingyun Wang, Cheng Qian, Jiateng Liu, Chenkai Sun, Denghui Zhang, Tarek F. Abdelzaher, ChengXiang Zhai, Preslav Nakov, Heng Ji
2025 — conf
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation.
ACL (Findings)
Chenkai Sun, Denghui Zhang, ChengXiang Zhai, Heng Ji
2025 J jnl
Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation.
CoRR
Chenkai Sun, Denghui Zhang, ChengXiang Zhai, Heng Ji
2025 — conf
Learning to Slice: Self-Supervised Interpretable Hierarchical Representation Learning with Graph Auto-Encoder Tree.
KDD (2)
Jinning Li, Ruipeng Han, Jingying Zeng, Dachun Sun, Chenkai Sun, Hanghang Tong, ChengXiang Zhai, Boleslaw K. Szymanski, Tarek F. Abdelzaher
2025 B conf
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement.
COLING
Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi Ren Fung, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji
2024 A* conf
Cascade Speculative Drafting for Even Faster LLM Inference.
NeurIPS
Ziyi Chen, Xiaocong Yang, Jiacheng Lin, Chenkai Sun, Kevin Chen-Chuan Chang, Jie Huang
2024 B conf
Large Language Model-Guided Disentangled Belief Representation Learning on Polarized Social Graphs.
ICCCN
Jinning Li, Ruipeng Han, Chenkai Sun, Dachun Sun, Ruijie Wang, Jingying Zeng, Yuchen Yan, Hanghang Tong, Tarek F. Abdelzaher
2024 J jnl
Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking.
CoRR
Yi Fung, Ruining Zhao, Jae Doo, Chenkai Sun, Heng Ji
2024 J jnl
Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement.
CoRR
Chenkai Sun, Ke Yang, Revanth Gangi Reddy, Yi R. Fung, Hou Pong Chan, ChengXiang Zhai, Heng Ji
2024 — conf
Word Embeddings Are Steers for Language Models.
ACL (1)
Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji
2023 J jnl
Cascade Speculative Drafting for Even Faster LLM Inference.
CoRR
Ziyi Chen, Xiaocong Yang, Jiacheng Lin, Chenkai Sun, Jie Huang, Kevin Chen-Chuan Chang
2023 A* conf
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting.
EMNLP
Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji
2023 J jnl
Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting.
CoRR
Chenkai Sun, Jinning Li, Yi R. Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji
2023 A conf
Incorporating Task-Specific Concept Knowledge into Script Learning.
EACL
Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji
2023 J jnl
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space.
CoRR
Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji
2023 — conf
Measuring the Effect of Influential Messages on Varying Personas.
ACL (2)
Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji
2023 J jnl
Measuring the Effect of Influential Messages on Varying Personas.
CoRR
Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji
2022 J jnl
Incorporating Task-specific Concept Knowledge into Script Learning.
CoRR
Chenkai Sun, Tie Xu, ChengXiang Zhai, Heng Ji
2021 — conf
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.
BIBM
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
2021 J jnl
Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.
CoRR
Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji
2021 — conf
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction.
ACL/IJCNLP (Findings)
Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier
2021 J jnl
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction.
CoRR
Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier
2021 — conf
Research on Evaluation System of Recommendation System.
SmartWorld/SCALCOM/UIC/ATC/IOP/SCI
Chenkai Sun, Junxiu An
2020 — conf
MithraCoverage: A System for Investigating Population Bias for Intersectional Fairness.
SIGMOD Conference
Zhongjun Jin, Mengjing Xu, Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish
2019 A conf
MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science.
CIKM
Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich