Preprints
NeuroGen: Neural Network Parameter Generation via Large Language Models
Jiaqi Wang*, Yusen Zhang*, Xi Li*
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? [PDF] [Home]
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
GREATERPROMPT: A Unified, Customizable, and High-Performing Open-Source Toolkit for Prompt Optimization [PDF]
Wenliang Zheng, Sarkar Snigdha Sarathi Das, Yusen Zhang, Rui Zhang
When Reasoning Meets Compression: Benchmarking Compressed Large Reasoning Models on Complex Reasoning Tasks [PDF]
Nan Zhang, Yusen Zhang, Prasenjit Mitra, Rui Zhang
VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception of Geometric Information [PDF] [Code]
Ryo Kamoi, Yusen Zhang, Sarkar Snigdha Sarathi Das, Ranran Haoran Zhang, Rui Zhang
Verbosity ≠ Veracity: Demystify Verbosity Compensation Behavior of Large Language Models [PDF] [Code]
Yusen Zhang, Sarkar Snigdha Sarathi Das, Rui Zhang
Publications
2025
Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation
Xiaoxin Lu, Ranran Haoran Zhang, Yusen Zhang, Rui Zhang
Finding of ACL 2025.
Chain-of-Scrutiny: Detecting Backdoor Attacks for Large Language Models [PDF]
Xi Li, Yusen Zhang, Renze Lou, Chen Wu, Jiaqi Wang
Findings of ACL 2025.
AAAR-1.0: Assessing AI’s Potential to Assist Research [PDF] [Code]
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
ICML 2025. Best Paper Award at the 2nd AI4Research workshop @ AAAI 2025.
Coverage-based Fairness in Multi-document Summarization [PDF]
Haoyuan Li, Yusen Zhang, Rui Zhang, Snigdha Chaturvedi
NAACL 2025. SAC Award for Summarization (25/3246, top 0.7%).
GReaTer: Gradients over Reasoning Makes Smaller Language Models Strong Prompt Optimizers [PDF] [Code]
Sarkar Snigdha Sarathi Das, Ryo Kamoi, Bo Pang, Yusen Zhang, Caiming Xiong, Rui Zhang
ICLR 2025.
2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks [PDF] [Webpage] [Blog]
Yusen Zhang, Ruoxi Sun, Yanfei Chen, Tomas Pfister, Rui Zhang*, Sercan Ö. Arık*
NeurIPS 2024.
When Can LLMs Actually Correct Their Own Mistakes? A Critical Survey of Self-Correction of LLMs [PDF]
Ryo Kamoi, Yusen Zhang, Nan Zhang, Jiawei Han, Rui Zhang
TACL 2024.
Evaluating LLMs at Detecting Errors in LLM Responses [PDF] [Code]
Ryo Kamoi, Sarkar Snigdha Sarathi Das, Renze Lou, Jihyun Janice Ahn, Yilun Zhao, Xiaoxin Lu, Nan Zhang, Yusen Zhang, Ranran Haoran Zhang, Sujeeth Reddy Vummanthala, Salika Dave, Shaobo Qin, Arman Cohan, Wenpeng Yin, Rui Zhang
COLM 2024.
Fair Abstractive Summarization of Diverse Perspectives [PDF] [Code]
Yusen Zhang, Nan Zhang, Yixin Liu, Alexander Fabbri, Junru Liu, Ryo Kamoi, Xiaoxin Lu, Caiming Xiong, Jieyu Zhao, Dragomir Radev, Kathleen McKeown, Rui Zhang
NAACL 2024.
2023
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization [PDF] [Code]
Nan Zhang, Yusen Zhang, Wu Guo, Prasenjit Mitra, Rui Zhang
EMNLP 2023.
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations [PDF] [Code]
Yusen Zhang, Jun Wang, Zhiguo Wang, Rui Zhang
ACL 2023.
MACSum: Controllable Summarization with Mixed Attributes [PDF] [Code]
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
TACL 2023.
2022
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents [PDF] [Code]
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Hassan Awadallah, Dragomir R. Radev, Rui Zhang
ACL 2022.
DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization [PDF] [Code]
Ziming Mao*, Chen Henry Wu*, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Hassan Awadallah, Dragomir R. Radev
ACL 2022.
2021
SummerTime: Text Summarization Toolkit for Non-experts [PDF] [Code]
Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir Radev
EMNLP 2021 Demo.
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next [PDF] [Code]
Yusen Zhang*, Ansong Ni*, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev
Findings of EMNLP 2021.
Logic-Consistency Text Generation from Semantic Parses. [PDF] [Code]
Chang Shu*, Yusen Zhang*, Xiangyu Dong, Peng Shi, Tao Yu, Rui Zhang
Findings of ACL 2021.
Before 2021
Did You Ask a Good Question? A Cross-Domain Question Intention Classification Benchmark for Text-to-SQL. [PDF] [Code]
Yusen Zhang*, Xiangyu Dong*, Shuaichen Chang, Tao Yu, Peng Shi, Rui Zhang
Intex-Sempar workshop @EMNLP 2020.
GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition. [PDF] [Code]
Hui Chen, Zijia Lin, Guiguang Ding, Jianguang Lou, Yusen Zhang, Borje Karlsson
AAAI 2019.
* indicates equal contribution