Banerjee, Suman

7 publications

TMLR 2025 Buffer-Based Gradient Projection for Continual Federated Learning Shenghong Dai, Jy-yong Sohn, Yicong Chen, S M Iftekharul Alam, Ravikumar Balakrishnan, Suman Banerjee, Nageen Himayat, Kangwook Lee

ICLR 2025 Palmbench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms Yilong Li, Jingyu Liu, Hao Zhang, M Badri Narayanan, Utkarsh Sharma, Shuai Zhang, Yijing Zeng, Jayaram Raghuram, Suman Banerjee

TMLR 2025 Zoomer: Adaptive Image Focus Optimization for Black-Box MLLM Jiaxu Qian, Chendong Wang, Yifan Yang, Chaoyun Zhang, Huiqiang Jiang, Xufang Luo, Yu Kang, Qingwei Lin, Anlan Zhang, Shiqi Jiang, Ting Cao, Tianjun Mao, Suman Banerjee, Guyue Liu, Saravan Rajmohan, Dongmei Zhang, Yuqing Yang, Qi Zhang, Lili Qiu

ICMLW 2024 Adaptive Concept Bottleneck for Foundation Models Jihye Choi, Jayaram Raghuram, Yixuan Li, Suman Banerjee, Somesh Jha

AAAI 2023 Efficient Algorithms for Regret Minimization in Billboard Advertisement (Student Abstract) Dildar Ali, Ankit Kumar Bhagat, Suman Banerjee, Yamuna Prasad

ICLR 2023 Few-Shot Domain Adaptation for End-to-End Communication Jayaram Raghuram, Yijing Zeng, Dolores Garcia, Rafael Ruiz, Somesh Jha, Joerg Widmer, Suman Banerjee

ICML 2021 A General Framework for Detecting Anomalous Inputs to DNN Classifiers Jayaram Raghuram, Varun Chandrasekaran, Somesh Jha, Suman Banerjee