PPaperPicks

Wenpeng Yin

Pennsylvania State University, PA, USA

19 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3154-1139 ↗Homepage ↗

Venues

ACL ×7EMNLP ×4ICLR ×3AAAI ×1ICCV ×1ICML ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Rui Zhang
×5
Renze Lou
×5
Lifu Huang
×4
Xianfeng Tang
×3
Ryo Kamoi
×3
Yusen Zhang
×3
Nan Zhang
×3
Haoran Zhang
×3
Hanzi Xu
×3
Jiangshu Du
×3
Congying Xia
×3
Fei Wang
×3

Papers

  1. Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?
    ACL 2026 ·
    Zewen Liu
    ,
    Juntong Ni
    ,
    Xianfeng Tang
    ,
    Max S. Y. Lau
    ,
    Qi He
    , Wenpeng Yin,
    Wei Jin
  2. Efficient PRM Training Data Synthesis via Formal Verification
    ACL 2026 ·
    Ryo Kamoi
    ,
    Yusen Zhang
    ,
    Nan Zhang
    ,
    Sarkar Snigdha Sarathi Das
    ,
    Ranran Haoran Zhang
    , Wenpeng Yin,
    Rui Zhang
  3. AAAR-1.0: Assessing AI's Potential to Assist Research
    ICML 2025 ·
    Renze Lou
    ,
    Hanzi Xu
    ,
    Sijia Wang
    ,
    Jiangshu Du
    ,
    Ryo Kamoi
    ,
    Xiaoxin Lu
    ,
    Jian Xie
    ,
    Yuxuan Sun
    ,
    Yusen Zhang
    ,
    Jihyun Janice Ahn
    ,
    Hongchao Fang
    ,
    Zhuoyang Zou
    ,
    Wenchao Ma
    ,
    Xi Li
    ,
    Kai Zhang
    ,
    Congying Xia
    ,
    Lifu Huang
    , Wenpeng Yin
  4. Advancing Language Models through Instruction Tuning: Recent Progress and Challenges
    EMNLP 2025 ·
    Zhihan Zhang
    ,
    Renze Lou
    ,
    Fangkai Jiao
    , Wenpeng Yin,
    Meng Jiang
  5. Assessing the Creativity of LLMs in Proposing Novel Solutions to Mathematical Problems
    AAAI 2025 ·
    Junyi Ye
    ,
    Jingyi Gu
    ,
    Xinyun Zhao
    , Wenpeng Yin,
    Grace Guiling Wang
  6. Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding
    NAACL 2025 ·
    Junyi Ye
    ,
    Ankan Dash
    , Wenpeng Yin,
    Guiling Wang
  7. Catastrophic Failure of LLM Unlearning via Quantization
    ICLR 2025 ·
    Zhiwei Zhang
    ,
    Fali Wang
    ,
    Xiaomin Li
    ,
    Zongyu Wu
    ,
    Xianfeng Tang
    ,
    Hui Liu
    ,
    Qi He
    , Wenpeng Yin,
    Suhang Wang
  8. HRScene: How Far are VLMs from Effective High-Resolution Image Understanding?
    ICCV 2025 ·
    Yusen Zhang
    ,
    Wenliang Zheng
    ,
    Aashrith Madasu
    ,
    Peng Shi
    ,
    Ryo Kamoi
    ,
    Hao Zhou
    ,
    Zhuoyang Zou
    ,
    Shu Zhao
    ,
    Sarkar Snigdha Sarathi Das
    ,
    Vipul Gupta
    ,
    Xiaoxin Lu
    ,
    Nan Zhang
    ,
    Ranran Haoran Zhang
    ,
    Avitej Iyer
    ,
    Renze Lou
    , Wenpeng Yin,
    Rui Zhang
  9. SciSoc LLM Workshop: Large Language Models for Scientific and Societal Advances
    SIGKDD 2025 ·
    Wei Jin
    ,
    Lu Cheng
    , Wenpeng Yin,
    Xianfeng Tang
    ,
    Qingsong Wen
    ,
    Danai Koutra
    ,
    B. Aditya Prakash
    ,
    Yan Liu
  10. A Generic Method for Fine-grained Category Discovery in Natural Language Texts
    EMNLP 2024 ·
    Chang Tian
    ,
    Matthew B. Blaschko
    , Wenpeng Yin,
    Mingzhe Xing
    ,
    Yinliang Yue
    ,
    Marie-Francine Moens
  11. Contrastive Instruction Tuning
    ACL 2024 ·
    Tianyi Yan
    ,
    Fei Wang
    ,
    James Y. Huang
    ,
    Wenxuan Zhou
    ,
    Fan Yin
    ,
    Aram Galstyan
    , Wenpeng Yin,
    Muhao Chen
  12. Enhancing LLM Capabilities Beyond Scaling Up
    EMNLP 2024 · Wenpeng Yin,
    Muhao Chen
    ,
    Rui Zhang
    ,
    Ben Zhou
    ,
    Fei Wang
    ,
    Dan Roth
  13. FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
    ACL 2024 ·
    Congying Xia
    ,
    Chen Xing
    ,
    Jiangshu Du
    ,
    Xinyi Yang
    ,
    Yihao Feng
    ,
    Ran Xu
    , Wenpeng Yin,
    Caiming Xiong
  14. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    EMNLP 2024 ·
    Jiangshu Du
    ,
    Yibo Wang
    ,
    Wenting Zhao
    ,
    Zhongfen Deng
    ,
    Shuaiqi Liu
    ,
    Renze Lou
    ,
    Henry Peng Zou
    ,
    Pranav Narayanan Venkit
    ,
    Nan Zhang
    ,
    Mukund Srinath
    ,
    Haoran Zhang
    ,
    Vipul Gupta
    ,
    Yinghui Li
    ,
    Tao Li
    ,
    Fei Wang
    ,
    Qin Liu
    ,
    Tianlin Liu
    ,
    Pengzhi Gao
    ,
    Congying Xia
    ,
    Chen Xing
    ,
    Cheng Jiayang
    ,
    Zhaowei Wang
    ,
    Ying Su
    ,
    Raj Sanjay Shah
    ,
    Ruohao Guo
    ,
    Jing Gu
    ,
    Haoran Li
    ,
    Kangda Wei
    ,
    Zihao Wang
    ,
    Lu Cheng
    ,
    Surangika Ranathunga
    ,
    Meng Fang
    ,
    Jie Fu
    ,
    Fei Liu
    ,
    Ruihong Huang
    ,
    Eduardo Blanco
    ,
    Yixin Cao
    ,
    Rui Zhang
    ,
    Philip S. Yu
    , Wenpeng Yin
  15. MT-Ranker: Reference-free machine translation evaluation by inter-system ranking
    ICLR 2024 ·
    Ibraheem Muhammad Moosa
    ,
    Rui Zhang
    , Wenpeng Yin
  16. MUFFIN: Curating Multi-Faceted Instructions for Improving Instruction Following
    ICLR 2024 ·
    Renze Lou
    ,
    Kai Zhang
    ,
    Jian Xie
    ,
    Yuxuan Sun
    ,
    Janice Ahn
    ,
    Hanzi Xu
    ,
    Yu Su
    , Wenpeng Yin
  17. Multimodal Instruction Tuning with Conditional Mixture of LoRA
    ACL 2024 ·
    Ying Shen
    ,
    Zhiyang Xu
    ,
    Qifan Wang
    ,
    Yu Cheng
    , Wenpeng Yin,
    Lifu Huang
  18. Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
    ACL 2024 ·
    Zihao Lin
    ,
    Mohammad Beigi
    ,
    Hongxuan Li
    ,
    Yufan Zhou
    ,
    Yuxiang Zhang
    ,
    Qifan Wang
    , Wenpeng Yin,
    Lifu Huang
  19. X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification
    ACL 2024 ·
    Hanzi Xu
    ,
    Muhao Chen
    ,
    Lifu Huang
    ,
    Slobodan Vucetic
    , Wenpeng Yin