Publication Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Junhong Shen, Neil Tenenholtz, James Hall, David Alvarez-Melis, Nicolo Fusi ICML 2024 | February 2024
Publication HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal Mantas Mazeika, Long Phan, Xuwang Yin, Andy Zou, Zifan Wang, Norman Mu, Elham Sakhaee, Nathaniel Li, Steven Basart, Bo Li, David Forsyth, Dan Hendrycks ICML 2024 | February 2024
Publication A Framework for Bilevel Optimization on Riemannian Manifolds Andi Han, Bamdev Mishra, Pratik Jawanpuria, Akiko Takeda NeurIPS 2024 | February 2024
Publication DistiLLM: Towards Streamlined Distillation for Large Language Models Jongwoo Ko, Sungnyun Kim, Tianyi Chen, Se-Young Yun ICML 2024 | February 2024
Publication Protein structure generation via folding diffusion Kevin E. Wu, Kevin Kaichuang Yang, Rianne van den Berg, Sarah Alamdari, James Zou, Alex Lu, Ava P. Amini Nature Communications | February 2024, Vol 15
Publication Revisiting VAE for Unsupervised Time Series Anomaly Detection: A Frequency Perspective Zexin Wang, Changhua Pei, Minghua Ma, Xin Wang, Zhihan Li, Dan Pei, Saravan Rajmohan, Dongmei Zhang, Qingwei Lin 林庆维, Haiming Zhang, Jianhui Li, Gaogang Xie TheWebConf'24 | February 2024
Publication Mission Critical — Satellite Data is a Distinct Modality in Machine Learning Esther Rolf, Konstantin Klemmer, Caleb Robinson, Hannah Kerner February 2024 Project Project
Publication NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness Manav Singhal, Tushar Aggarwal, Abhijeet Awasthi, Nagarajan Natarajan, Aditya Kanade February 2024 arXiv | February 2024 Preprint Github
Publication Solving Max-Min Fair Resource Allocations Quickly on Large Graphs Pooria Namyar, Behnaz Arzani, Srikanth Kandula, Santiago Segarra, Daniel Crankshaw, Umesh Krishnaswamy, Ramesh Govindan, Himanshu Raj NSDI | February 2024 Github Project
Publication Arbitrariness and Social Prediction: The Confounding Role of Variance in Fair Classification A. F. Cooper, Katherine Lee, Madiha Zahrah Choksi, Solon Barocas, Chris De Sa, James Grimmelmann, J. Kleinberg, Siddhartha Sen, Baobao Zhang Annual AAAI Conference on Artificial Intelligence | February 2024