Publication ModServe: Scalable and Resource-Efficient Large Multimodal Model Serving Haoran Qiu, Anish Biswas, Zihan Zhao, Jayashree Mohan, Alind Khare, Esha Choukse, Íñigo Goiri, Zeyu Zhang, Haiying Shen, Chetan Bansal, Ramachandran Ramjee, Rodrigo Fonseca February 2025 Arxiv | February 2025 Project Project
Publication Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity Erpai Luo, Xinran wei, Lin Huang, Yunyang Li, Han Yang, Zun Wang, Chang Liu, Zaishuo Xia, Jia Zhang, Bin Shao ICML 2025 | February 2025
Publication Differentially Private Synthetic Data via APIs 3: Using Simulators Instead of Foundation Models Zinan Lin, Tadas Baltrusaitis, Sergey Yekhanin February 2025 Project
Publication Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning Zitian Gao, Qingnan Ren, Haoming Luo, Yuqian Hong, Bryan Dai, Joey Zhou, Kai Qiu, Zhirong Wu, Chong Luo February 2025 February 2025
Publication Inferentially-Private Private Information Shuaiqi Wang, Shuran Zheng, Zinan Lin, Giulia Fanti, Zhiwei Steven Wu WWW 2025 | February 2025 Project
Publication ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation Tianchen Zhao, Tongcheng Fang, Enshu Liu, Wan Rui, Widyadewi Soedarmadji, Shiyao Li, Zinan Lin, Guohao Dai, Shengen Yan, Huazhong Yang, Xuefei Ning ICLR 2025 | February 2025
Publication Linear Combination of Saved Checkpoints Makes Consistency and Diffusion Models Better Enshu Liu, Junyi Zhu, Zinan Lin, Xuefei Ning, Shuaiqi Wang, Matthew B. Blaschko, Sergey Yekhanin, Shengen Yan, Guohao Dai, Huazhong Yang, Yu Wang ICLR 2025 | February 2025
Publication When Do LLMs Help With Node Classification? A Comprehensive Analysis Xixi Wu, Yifei Shen, Fangzhou Ge, Caihua Shan, Yizhu Jiao, Xiangguo Sun, Hong Cheng ICML 2025 | February 2025
Publication Weaving Sound Information to Support Deaf and Hard of Hearing People’s Real-time Sensemaking of Auditory Environments: Co-designing with a DHH User Jeremy Zhengqi Huang, Jaylin Herskovitz , Liang-Yuan Wu, Cecily Morrison, Dhruv Jain 2025 CHI Conference on Human Computer Interaction | February 2025 Project
Publication EcoServe: Designing Carbon-Aware AI Inference Systems Yueying Li, Zhanqiu Hu, Esha Choukse, Rodrigo Fonseca, G. Edward Suh, Udit Gupta arXiv | February 2025 Project