| 2025 | ACL | MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration. | Zhitao He, Sandeep Polisetty, Zhiyuan Fan, Yuchen Huang, Shujin Wu, Yi R. Fung |
| 2025 | ACL | Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward. | Zhiyuan Fan, Yumeng Wang, Sandeep Polisetty, Yi R. Fung |
| 2025 | ACL | TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models. | Jaewoo Lee, Keyang Xuan, Chanakya Ekbote, Sandeep Polisetty, Yi R. Fung, Paul Pu Liang |
| 2025 | EMNLP | MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness. | Junsheng Huang, Zhitao He, Yuchen Huang, Sandeep Polisetty, Qingyun Wang, Yi R. Fung |
| 2021 | ACL | InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection. | Yi R. Fung, Christopher Thomas, Revanth Gangi Reddy, Sandeep Polisetty, Heng Ji, Shih-Fu Chang, Kathleen R. McKeown, Mohit Bansal, Avi Sil |
| 2021 | EuroSys | Accelerating graph sampling for graph machine learning using GPUs. | Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini |