Bangzheng Li

According to our database, Bangzheng Li authored at least 26 papers between 2020 and 2026.

Collaborative distances:

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

2026

VisAnalog: A Diagnostic Suite for Visual Concept Transfer on Natural Images.

Zhaonan Li, Kyle R. Chickering, Bangzheng Li, Jacob Dineen, Xiao Ye, Zhikun Xu, Shijie Lu, Yuxi Huang, Ming Shen, Bach Nguyen, Jaya Adithya Pavuluri, Mau Son Nguyen, Sanika Chavan, Ngoc Minh Thu Le, Muhao Chen, Ben Zhou

CoRR, May, 2026

Reinforced Attention Learning.

Bangzheng Li, Jianmo Ni, Chen Qu, Ian Miao, Liu Yang, Xingyu Fu, Muhao Chen, Derek Zhiyuan Cheng

CoRR, February, 2026

2025

Unbiased Visual Reasoning with Controlled Visual Inputs.

Zhaonan Li, Shijie Lu, Fei Wang, Jacob Dineen, Xiao Ye, Zhikun Xu, Siyi Liu, Young Min Cho, Bangzheng Li, Daniel Chang, Kenny Nguyen, Qizheng Yang, Muhao Chen, Ben Zhou

CoRR, December, 2025

Latent Visual Reasoning.

Bangzheng Li, Ximeng Sun, Jiang Liu, Ze Wang, Jialian Wu, Xiaodong Yu, Hao Chen, Emad Barsoum, Muhao Chen, Zicheng Liu

CoRR, September, 2025

QLIP: A Dynamic Quadtree Vision Prior Enhances MLLM Performance Without Retraining.

Kyle R. Chickering, Bangzheng Li, Muhao Chen

CoRR, May, 2025

Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models.

Rui Cai, Bangzheng Li, Xiaofei Wen, Muhao Chen, Zhe Zhao

CoRR, May, 2025

Semantic-Clipping: Efficient Vision-Language Modeling with Semantic-Guidedd Visual Selection.

Bangzheng Li, Fei Wang, Wenxuan Zhou, Nan Xu, Ben Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen

CoRR, March, 2025

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design.

Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang

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

2024

FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation.

Bangzheng Li, Ben Zhou, Xingyu Fu, Fei Wang, Dan Roth, Muhao Chen

CoRR, 2024

Rewarded Region Replay (R3) for Policy Learning with Discrete Action Space.

Bangzheng Li, Ningshan Ma, Zifan Wang

CoRR, 2024

Red Teaming Language Models for Contradictory Dialogues.

Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen

CoRR, 2024

Cognitive Overload: Jailbreaking Large Language Models with Overloaded Logical Thinking.

Nan Xu, Fei Wang, Ben Zhou, Bangzheng Li, Chaowei Xiao, Muhao Chen

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Red Teaming Language Models for Processing Contradictory Dialogues.

Xiaofei Wen, Bangzheng Li, Tenghao Huang, Muhao Chen

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

BLINK: Multimodal Large Language Models Can See but Not Perceive.

Xingyu Fu, Yushi Hu, Bangzheng Li, Yu Feng, Haoyu Wang, Xudong Lin, Dan Roth, Noah A. Smith, Wei-Chiu Ma, Ranjay Krishna

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

On the primality and elasticity of algebraic valuations of cyclic free semirings.

Yanan (Nancy) Jiang, Bangzheng Li, Sophie Zhu

Int. J. Algebra Comput., 2023

Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?

Bangzheng Li, Ben Zhou, Fei Wang, Xingyu Fu, Dan Roth, Muhao Chen

CoRR, 2023

Affective and Dynamic Beam Search for Story Generation.

Tenghao Huang, Ehsan Qasemi, Bangzheng Li, He Wang, Faeze Brahman, Muhao Chen, Snigdha Chaturvedi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference.

Bangzheng Li, Wenpeng Yin, Muhao Chen

Trans. Assoc. Comput. Linguistics, 2022

Unified Semantic Typing with Meaningful Label Inference.

James Y. Huang, Bangzheng Li, Jiashu Xu, Muhao Chen

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Does Your Model Classify Entities Reasonably? Diagnosing and Mitigating Spurious Correlations in Entity Typing.

Nan Xu, Fei Wang, Bangzheng Li, Mingtao Dong, Muhao Chen

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.

Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Yi R. Fung, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

2020

COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation.

Qingyun Wang, Manling Li, Xuan Wang, Nikolaus Nova Parulian, Guangxing Han, Jiawei Ma, Jingxuan Tu, Ying Lin, Haoran Zhang, Weili Liu, Aabhas Chauhan, Yingjun Guan, Bangzheng Li, Ruisong Li, Xiangchen Song, Heng Ji, Jiawei Han, Shih-Fu Chang, James Pustejovsky, Jasmine Rah, David Liem, Ahmed Elsayed, Martha Palmer, Clare R. Voss, Cynthia Schneider, Boyan A. Onyshkevych

CoRR, 2020

Comprehensive Named Entity Recognition on CORD-19 with Distant or Weak Supervision.

Xuan Wang, Xiangchen Song, Yingjun Guan, Bangzheng Li, Jiawei Han

CoRR, 2020

Neural Concept Map Generation for Effective Document Classification with Interpretable Structured Summarization.

Carl Yang, Jieyu Zhang, Haonan Wang, Bangzheng Li, Jiawei Han

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Fine-Grained Named Entity Recognition with Distant Supervision in COVID-19 Literature.

Xuan Wang, Xiangchen Song, Bangzheng Li, Kang Zhou, Qi Li, Jiawei Han

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020