MACb: Generative Models Fine-tuning and Vertical Applications
Mon, 27 Oct, 10:15 - 11:55 PT (UTC -7)
Location: Chapel
Session Type: Lecture
Track: Adaptive Systems, Machine Learning, and Data Analytics
Mon, 27 Oct, 10:15 - 10:40 PT (UTC -7)

MACb.1: Subspace Optimization for Large Language Models with Convergence Guarantees

Kun Yuan, Peking University, China
Mon, 27 Oct, 10:40 - 11:05 PT (UTC -7)

MACb.2: Inference-Time Alignment of LLMs via User-Specified Multi-Criteria Transfer Decoding

Mohamad Fares El Hajj Chehade, University of Texas at Austin, United States; Soumya Suvra Ghosa, Souradip Chakraborty, University of Maryland, College Park, United States; Avinash Reddy, University of Central Florida, United States; Dinesh Manocha, Hao Zhu, Amrit Singh Bedi, University of Maryland, College Park, United States
Mon, 27 Oct, 11:05 - 11:30 PT (UTC -7)

MACb.3: Modular Unlearning in Large Language Models: A Bi-level Optimization Perspective

Jinghan Jia, Yihua Zhang, Michigan State University, United States; Parikshit Ram, Nathalie Baracaldo, IBM Research, United States; Sijia Liu, Michigan State University, United States
Mon, 27 Oct, 11:30 - 11:55 PT (UTC -7)

MACb.4: Attention Networks for Spotlight SAR Motion Compensation

Dylan Poppert, Di An, Yu-Ting Kao, Chia-Cheng Hao, David Jansing, Trac Duy Tran, Johns Hopkins University, United States