Peilin Wu

PhD student, Computer Science, University of Texas at Dallas

Joined

February 2024

Names

Peilin Wu (Preferred)

Emails

****@emory.edu (Confirmed)

****@utdallas.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Computer Science, University of Texas at Dallas (utdallas.edu)

2024 – 2029

Undergrad student

Computer Science, Emory University (emory.edu)

2020 – 2024

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Kaiyu He, Xinya Du, Zhiyu Chen
- CoRR 2025
- Readers: Everyone
HiPRAG: Hierarchical Process Rewards for Efficient Agentic Retrieval Augmented Generation
Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Kaiyu He, Xinya Du, Zhiyu Chen
- ICLR 2026 Poster
- Readers: Everyone
GEAR: A $\textbf{G}$eneral $\textbf{E}$valuation Framework for $\textbf{A}$bductive $\textbf{R}$easoning
Kaiyu He, Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Xinya Du, Zhiyu Chen
- Submitted to ICLR 2026
- Readers: Everyone
GEAR: A General Evaluation Framework for Abductive Reasoning
Kaiyu He, Peilin Wu, Mian Zhang, Kun Wan, Wentian Zhao, Xinya Du, Zhiyu Chen
- CoRR 2025
- Readers: Everyone
Do We Still Need Audio? Rethinking Speaker Diarization with a Text-Based Approach Using Multiple Prediction Models
Peilin Wu, Jinho D. Choi
- CoRR 2025
- Readers: Everyone
LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research
Shuo Yan, Ruochen Li, Ziming Luo, Zimu Wang, Daoyang Li, Liqiang Jing, Kaiyu He, Peilin Wu, George Michalopoulos, Yue Zhang, Ziyang Zhang, Mian Zhang, Zhiyu Chen, Xinya Du
- CoRR 2025
- Readers: Everyone
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
Peilin Wu, Mian Zhang, Xinlu Zhang, Xinya Du, Zhiyu Zoey Chen
- CoRR 2025
- Readers: Everyone
Do Retrieval-Augmented Language Models Adapt to Varying User Needs?
Peilin Wu, Xinlu Zhang, Wenhao Yu, Xingyu Liu, Xinya Du, Zhiyu Zoey Chen
- CoRR 2025
- Readers: Everyone
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction
Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen
- ACL (Findings) 2025
- Readers: Everyone
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction
Kaiyu He, Mian Zhang, Shuo Yan, Peilin Wu, Zhiyu Chen
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone

View all 12 publications