| 2026 | WWW | Pathways of Thoughts: Multi-Directional Thinking for Long-form Personalized Question Answering. | Alireza Salemi, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Zhuowan Li, Spurthi Amba Hombaiah, Weize Kong, Tao Chen, Hamed Zamani, Michael Bendersky |
| 2025 | ICCV | Effective Training Data Synthesis for Improving MLLM Chart Understanding. | Yuwei Yang, Zeyu Zhang, Yunzhong Hou, Zhuowan Li, Gaowen Liu, Ali Payani, Yuan-Sen Ting, Liang Zheng |
| 2024 | CVPR | Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA. | Zhuowan Li, Bhavan Jasani, Peng Tang, Shabnam Ghadar |
| 2024 | CVPR | Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-Modal Language Models. | Shitian Zhao, Zhuowan Li, Yadong Lu, Alan L. Yuille, Yan Wang |
| 2024 | EACL | Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models. | Zhuowan Li, Cihang Xie, Benjamin Van Durme, Alan L. Yuille |
| 2024 | EMNLP | Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach. | Zhuowan Li, Cheng Li, Mingyang Zhang, Qiaozhu Mei, Michael Bendersky |
| 2023 | CVPR | Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning. | Zhuowan Li, Xingrui Wang, Elias Stengel-Eskin, Adam Kortylewski, Wufei Ma, Benjamin Van Durme, Alan L. Yuille |
| 2022 | CVPR | SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering. | Vipul Gupta, Zhuowan Li, Adam Kortylewski, Chenyu Zhang, Yingwei Li, Alan L. Yuille |
| 2022 | NAACL | Visual Commonsense in Pretrained Unimodal and Multimodal Models. | Chenyu Zhang, Benjamin Van Durme, Zhuowan Li, Elias Stengel-Eskin |
| 2021 | ICCV | Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images. | Zhuowan Li, Elias Stengel-Eskin, Yixiao Zhang, Cihang Xie, Quan Tran, Benjamin Van Durme, Alan L. Yuille |
| 2020 | CVPR | Context-Aware Group Captioning via Self-Attention and Contrastive Features. | Zhuowan Li, Quan Tran, Long Mai, Zhe Lin, Alan L. Yuille |