Publication MEETING DELEGATE: Benchmarking LLMs on Attending Meetings on Our Behalf Lingxiang Hu, Shurun Yuan, Xiaoting Qin, Jue Zhang, Qingwei Lin 林庆维, Dongmei Zhang, Saravan Rajmohan, Qi Zhang February 2025
Publication MMDT: Decoding the Trustworthiness and Safety of Multimodal Foundation Models Chejian Xu, Jiawei Zhang, Zhaorun Chen, Chulin Xie, Mintong Kang, Zhuowen Yuan, Zidi Xiong, Chenhui Zhang, Lingzhi Yuan, Yi Zeng, Peiyang Xu, Chengquan Guo, Andy Zhou, Jeffrey Ziwei Tan, Zhun Wang, Alexander Xiong, Xuandong Zhao, Yu Gai, Francesco Pinto, Yujin Potter, Zhen Xiang, Zinan Lin, Dan Hendrycks, Dawn Song, Bo Li ICLR 2025 | February 2025 Project
Publication Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching Enshu Liu, Xuefei Ning, Yu Wang, Zinan Lin ICLR 2025 | February 2025 Github
Publication ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation Yifan Pu, Yiming Zhao, Zhicong Tang, Ruihong Yin, Haoxing Ye, Yuhui Yuan, Dong Chen, Jianmin Bao, Sirui Zhang, Yanbin Wang, Lin Liang, Lijuan Wang, Ji Li, Xiu Li, Zhouhui Lian, Gao Huang, Baining Guo CVPR 2025 | February 2025
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
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 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 Masked Generative Nested Transformers with Decode Time Scaling Sahil Goyal, Debapriya Tula, Gagan Jain, Pradeep Shenoy, Prateek Jain, Sujoy Paul 2025 International Conference on Machine Learning | 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