Publication Omni-DNA: A Unified Genomic Foundation Model for Cross-Modal and Multi-Task Learning Zehui Li, Vallijah Subasri, Yifei Shen, Dongsheng Li, Yiren Zhao, Guy-Bart Stan, Caihua Shan NeurIPS 2025 | February 2025
Publication ε-VAE: Denoising as Visual Decoding Long Zhao, Sanghyun Woo, Ziyu Wan, Yandong Li, Han Zhang, Boqing Gong, Hartwig Adam, Xuhui Jia, Ting Liu ICML 2025 | February 2025
Publication From Uncertain to Safe: Conformal Fine-Tuning of Diffusion Models for Safe PDE Control Peiyan Hu, Xiaowei Qian, Wenhao Deng, Rui Wang, Haodong Feng, Ruiqi Feng, Tao Zhang, Long Wei, Yue Wang, Zhi-Ming Ma, Tailin Wu ICML 2025 | February 2025
Publication Are Language Models Up to Sequential Optimization Problems? From Evaluation to a Hegelian-Inspired Enhancement Soheil Abbasloo February 2025 February 2025
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 Projet Projet
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 Projet
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 Projet
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