Publication Is a Good Foundation Necessary for Efficient Reinforcement Learning? The Computational Role of the Base Model in Exploration Dylan Foster, Zakaria Mhammedi, Dhruv Rohatgi COLT 2025 | March 2025
Publication DistiLLM-2: A Contrastive Approach Boosts the Distillation of LLMs Jongwoo Ko, Tianyi Chen, Sungnyun Kim, Tianyu Ding, Luming Liang, Ilya Zharkov, SeYoung Yun ICML 2025 | March 2025
Publication RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam International Conference on Learning Representations | March 2025
Publication Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling Long Peng, Anran Wu, Wenbo Li, Peizhe Xia, Xueyuan Dai, Xinjie Zhang, Xin Di, Haoze Sun, Renjing Pei, Yang Wang, Yang Cao, Zheng-Jun Zha March 2025 arXiv | March 2025
Publication The Impact of Generative AI Coding Assistants on Developers Who Are Visually Impaired Claudia Flores-Saviaga, Ben Hanrahan, Kashif Imteyaz, Steven Clarke, Saiph Savage CHI 2025 | March 2025
Publication StreamMind: Unlocking Full Frame Rate Streaming Video Dialogue through Event-Gated Cognition Xin Ding, Hao Wu, Yifan Yang, Shiqi Jiang, Qianxi Zhang, Donglin Bai, Zhibo Chen, Ting Cao International Conference on Computer Vision (ICCV'25) | March 2025
Publication Research Superalignment Should Advance Now with Alternating Competence and Conformity Optimization Hyunjin Kim, Xiaoyuan Yi, Jing Yao, Muhua Huang, J. Bak, James Evans, Xing Xie March 2025 ArXiv | March 2025
Publication Koala: Efficient Pipeline Training through Automated Schedule Searching on Domain-Specific Language Yu Tang, Lujia Yin, Qiao Li, Hongyu Zhu, Hengjie Li, Xingcheng Zhang, Linbo Qiao, Dongsheng Li, Jiaxin Li ACM Transactions on Architecture and Code Optimization | March 2025, Vol 22: pp. 1-25
Publication Exploring Interpretability for Visual Prompt Tuning with Hierarchical Concepts Yubin Wang, Xinyang Jiang, De Cheng, Xiangqian Zhao, Zilong Wang, Dongsheng Li, Cairong Zhao ICLR 2026 | March 2025
Publication Does Cross-Domain Pre-Training Truly Help Time-Series Foundation Models? Zhenwei Zhang, Jiawen Zhang, Shun Zheng, Yuantao Gu, Jiang Bian ICLR 2025 FM-Wild Workshop | March 2025