Lin Lee Cheong

According to our database, Lin Lee Cheong authored at least 23 papers between 2013 and 2026.

Collaborative distances:

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

2026

An Empirical Study of Automating Agent Evaluation.

Kang Zhou, Sangmin Woo, Haibo Ding, Kiran Ramnath, Subramanian Chidambaram, Aosong Feng, Vinayak Arannil, Muhyun Kim, Ishan Singh, Darren Yow-Bang Wang, Zhichao Xu, Megha Gandhi, Nirmal Prabhu, Soumya Smruti Mishra, Vivek Singh, Gouri Pandeshwar, Lin Lee Cheong

CoRR, May, 2026

CLEAR: Context Augmentation from Contrastive Learning of Experience via Agentic Reflection.

Linbo Liu, Guande Wu, Han Ding, Yawei Wang, Qiang Zhou, Yuzhe Lu, Zhichao Xu, Huan Song, Panpan Xu, Lin Lee Cheong

CoRR, April, 2026

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation.

Zhichao Xu, Zongyu Wu, Yun Zhou, Aosong Feng, Kang Zhou, Sangmin Woo, Kiran Ramnath, Yijun Tian, Xuan Qi, Weikang Qiu, Lin Lee Cheong, Haibo Ding

Trans. Mach. Learn. Res., 2026

Learning to Ideate for Machine Learning Engineering Agents.

Yunxiang Zhang, Kang Zhou, Zhichao Xu, Kiran Ramnath, Yun Zhou, Sangmin Woo, Haibo Ding, Lin Lee Cheong

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph.

Jiazheng Li, Yawei Wang, Qiaojing Yan, Yijun Tian, Zhichao Xu, Huan Song, Panpan Xu, Lin Lee Cheong

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

PromptPrism: A Linguistically-Inspired Taxonomy for Prompts.

Sullam Jeoung, Yueyan Chen, Yi Zhang, Shuai Wang, Haibo Ding, Lin Lee Cheong

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

Diffusion Language Model Inference with Monte Carlo Tree Search.

Zheng Huang, Kiran Ramnath, Yueyan Chen, Aosong Feng, Sangmin Woo, Balasubramaniam Srinivasan, Zhichao Xu, Kang Zhou, Shuai Wang, Haibo Ding, Lin Lee Cheong

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

Reinforcement Learning for Self-Improving Agent with Skill Library.

Jiongxiao Wang, Qiaojing Yan, Yawei Wang, Yijun Tian, Soumya Smruti Mishra, Zhichao Xu, Megha Gandhi, Panpan Xu, Lin Lee Cheong

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Collaborative LLM Numerical Reasoning with Local Data Protection.

Min Zhang, Yuzhe Lu, Yun Zhou, Panpan Xu, Lin Lee Cheong, Chang-Tien Lu, Haozhu Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SALT: Step-level Advantage Assignment for Long-horizon Agents via Trajectory Graph.

Jiazheng Li, Yawei Wang, David Yan, Yijun Tian, Zhichao Xu, Huan Song, Panpan Xu, Lin Lee Cheong

CoRR, October, 2025

SDRT: Enhance Vision-Language Models by Self-Distillation with Diverse Reasoning Traces.

Guande Wu, Huan Song, Yawei Wang, Qiaojing Yan, Yijun Tian, Lin Lee Cheong, Panpan Xu

CoRR, March, 2025

Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models.

Sangmin Woo, Kang Zhou, Yun Zhou, Shuai Wang, Sheng Guan, Haibo Ding, Lin Lee Cheong

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

KDD 2025 Workshop on Inference Optimization for Generative AI.

Panpan Xu, Youngsuk Park, Lin Lee Cheong, Yida Wang, Yiying Zhang, George Karypis, Sherry Marcus

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

KDD 2025 Workshop on Prompt Optimization.

Haibo Ding, Shuai Wang, Kiran Ramnath, Yi Zhang, Lin Lee Cheong

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

CSPLADE: Learned Sparse Retrieval with Causal Language Models.

Zhichao Xu, Aosong Feng, Yijun Tian, Haibo Ding, Lin Lee Cheong

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

A Systematic Survey of Automatic Prompt Optimization Techniques.

Kiran Ramnath, Kang Zhou, Sheng Guan, Soumya Smruti Mishra, Xuan Qi, Zhengyuan Shen, Shuai Wang, Sangmin Woo, Sullam Jeoung, Yawei Wang, Haozhu Wang, Han Ding, Yuzhe Lu, Zhichao Xu, Yun Zhou, Balasubramaniam Srinivasan, Qiaojing Yan, Yueyan Chen, Haibo Ding, Panpan Xu, Lin Lee Cheong

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs.

Aosong Feng, Balasubramaniam Srinivasan, Yun Zhou, Zhichao Xu, Kang Zhou, Sheng Guan, Yueyan Chen, Xian Wu, Ninad Kulkarni, Yi Zhang, Zhengyuan Shen, Dmitriy Bespalov, Soumya Smruti Mishra, Yifei Teng, Darren Yow-Bang Wang, Haibo Ding, Lin Lee Cheong

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

The Third Workshop on Applied Machine Learning Management.

Dmitri Goldenberg, Shir Meir Lador, Elena Sokolova, Lin Lee Cheong, Mohak Sukhwani, Saloni Potdar

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

KDD 2023 Workshop on Data Science and AI for Sports.

Huan Song, Panpan Xu, Lin Lee Cheong, Yuanheng Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

The Second Workshop on Applied Machine Learning Management.

Dmitri Goldenberg, Chana Ross, Shir Meir Lador, Lin Lee Cheong, Panpan Xu, Elena Sokolova, Amit Mandelbaum, Irina Vasilinetc, Ankit Jain, Amit Weil Modlinger, Saloni Potdar

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Explainability of Traditional and Deep Learning Models on Longitudinal Healthcare Records.

Lin Lee Cheong, Tesfagabir Meharizghi, Wynona Black, Yang Guang, Weilin Meng

CoRR, 2022

2021

Single View Physical Distance Estimation using Human Pose.

Xiaohan Fei, Henry Wang, Lin Lee Cheong, Xiangyu Zeng, Meng Wang, Joseph Tighe

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2013

Novel advancements in nanofabrication for photonic crystal applications.

Lin Lee Cheong

PhD thesis, 2013