Chenkai Sun

According to our database, Chenkai Sun authored at least 15 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, Hou Pong Chan, Kevin Small, ChengXiang Zhai, Heng Ji

Proceedings of the 31st International Conference on Computational Linguistics, 2025

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, Hou Pong Chan, ChengXiang Zhai, Heng Ji

CoRR, 2024

Massively Multi-Cultural Knowledge Acquisition & LM Benchmarking.

Yi Fung, Ruining Zhao, Jae Doo, Chenkai Sun, Heng Ji

CoRR, 2024

Large Language Model-Guided Disentangled Belief Representation Learning on Polarized Social Graphs.

Jinning Li, Ruipeng Han, Chenkai Sun, Dachun Sun, Ruijie Wang, Jingying Zeng, Yuchen Yan, Hanghang Tong, Tarek F. Abdelzaher

Proceedings of the 33rd International Conference on Computer Communications and Networks, 2024

Word Embeddings Are Steers for Language Models.

Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Cascade Speculative Drafting for Even Faster LLM Inference.

Ziyi Chen, Xiaocong Yang, Jiacheng Lin, Chenkai Sun, Jie Huang, Kevin Chen-Chuan Chang

CoRR, 2023

LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space.

Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek F. Abdelzaher, Heng Ji

CoRR, 2023

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting.

Chenkai Sun, Jinning Li, Yi Ren Fung, Hou Pong Chan, Tarek F. Abdelzaher, ChengXiang Zhai, Heng Ji

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Incorporating Task-Specific Concept Knowledge into Script Learning.

Chenkai Sun, Tie Xu, Chengxiang Zhai, Heng Ji

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Measuring the Effect of Influential Messages on Varying Personas.

Chenkai Sun, Jinning Li, Hou Pong Chan, ChengXiang Zhai, Heng Ji

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2021

Research on Evaluation System of Recommendation System.

Chenkai Sun, Junxiu An

Proceedings of the 2021 IEEE SmartWorld, 2021

Fine-Grained Chemical Entity Typing with Multimodal Knowledge Representation.

Chenkai Sun, Weijiang Li, Jinfeng Xiao, Nikolaus Nova Parulian, ChengXiang Zhai, Heng Ji

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction.

Liliang Ren, Chenkai Sun, Heng Ji, Julia Hockenmaier

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

MithraCoverage: A System for Investigating Population Bias for Intersectional Fairness.

Zhongjun Jin, Mengjing Xu, Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

MithraLabel: Flexible Dataset Nutritional Labels for Responsible Data Science.

Chenkai Sun, Abolfazl Asudeh, H. V. Jagadish, Bill Howe, Julia Stoyanovich

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019