Publication Enhancing Network Failure Mitigation with Performance-Aware Ranking Pooria Namyar, Arvin Ghavidel, Daniel Crankshaw, Daniel Berger, Kevin Hsieh, Srikanth Kandula, Ramesh Govindan, Behnaz Arzani NSDI '25 | February 2025
Publication Position: Evaluating Generative AI Systems is a Social Science Measurement Challenge Hanna Wallach, Meera Desai, A. Feder Cooper, Angelina Wang, Chad Atalla, Solon Barocas, Su Lin Blodgett, Alex Chouldechova, Emily Corvi, Alex Dow, Jean Garcia-Gathright, Alexandra Olteanu, Nick Pangakis, Stefanie Reed, Emily Sheng, Dan Vann, Jennifer Wortman Vaughan, Matthew Vogel, Hannah Washington, Abigail Z. Jacobs ICML 2025 | January 2025
Publication Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior Tongda Xu, Xiyan Cai, Xinjie Zhang, Xingtong Ge, Dailan He, Liming Sun, Jingjing Liu, Ya-Qin Zhang, Jian Li, Yan Wang January 2025 arXiv | January 2025
Publication sciLaMA: A Single-Cell Representation Learning Framework to Leverage Prior Knowledge from Large Language Models Hongru Hu, Shuwen Zhang, Yongin Choi, Venkat S. Malladi, G. Quon ICML 2025 | January 2025
Publication E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products Yunyang Li, Lin Huang, Zhihao Ding, Chu Wang, Xinran wei, Hang Yang, Zun Wang, Chang Liu, Yu Shi, Peiran Jin, Jia Zhang, Marc H. Gerstein, Tao Qin NeurIPS 2025 | January 2025
Publication ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation Minghua He, Fangkai Yang, Pu Zhao, Wenjie Yin, Yu Kang, Qingwei Lin 林庆维, Saravan Rajmohan, Dongmei Zhang, Qi Zhang ArXiv | January 2025 Project
Publication Mutanobactin-D, a Streptococcus mutans Non-Ribosomal Cyclic Lipopeptide, Induces Osteogenic/Odontogenic Differentiation of Human Dental Pulp Stem Cells and Human Bone Marrow Stem Cells Sandra Nikolić, Giuseppe Alastra, Felix Pultar, Lukas Lüthy, B. Stadlinger, Erick M. Carreira, I. Bugueno, T. Mitsiadis International Journal of Molecular Sciences | January 2025
Publication Optimizing Large Language Model Training Using FP4 Quantization Ruizhe Wang, Yeyun Gong, Xiao Liu, Guoshuai Zhao, Ziyue Yang, Baining Guo, Zhengjun Zha, Peng Cheng ICML 2025 | January 2025
Publication LLM-powered Multi-agent Framework for Goal-oriented Learning in Intelligent Tutoring System Tianfu Wang, Yi Zhan, Jianxun Lian, Zhengyu Hu, Nicholas Jing Yuan, Qi Zhang, Xing Xie, Hui Xiong Companion Proceedings of the ACM on Web Conference 2025 | January 2025 The Web Conference
Publication Toward Relative Positional Encoding in Spiking Transformers Changze Lv, Yansen Wang, Dongqi Han, Yifei Shen, Xiaoqing Zheng, Xuanjing Huang, Dongsheng Li NeurIPS 2025 | January 2025