Publication rStar-Coder: Scaling Competitive Code Reasoning with a Large-Scale Verified Dataset Yifei Liu, Li Lyna Zhang, Yi Zhu, Bingcheng Dong, Xudong Zhou, Ning Shang, Fan Yang, Mao Yang NeurIPS 2025 | May 2025
Publication Personalized Safety in LLMs: A Benchmark and A Planning-Based Agent Approach Yuchen Wu, Edward Sun, Kaijie Zhu, Jianxun Lian, José Hernández-Orallo, Aylin Caliskan, Jindong Wang NeurIPS 2025 | May 2025
Publication Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo, Jiahao Li, Bin Li, Houqiang Li, Yan Lu NeurIPS 2025 | May 2025
Publication One-Step Diffusion-Based Image Compression with Semantic Distillation Naifu Xue, Zhaoyang Jia, Jiahao Li, Bin Li, Yuan Zhang, Yan Lu NeurIPS 2025 | May 2025
Publication R&D-Agent-Quant: A Multi-Agent Framework for Data-Centric Factors and Model Joint Optimization Yuante Li, Xu Yang, Xiao Yang, Minrui Xu, Xisen Wang, Weiqing Liu, Jiang Bian NeurIPS 2025 | May 2025
Publication Reward Reasoning Model Jiaxin Guo, Zewen Chi, Li Dong, Qingxiu Dong, Xun Wu, Shaohan Huang, Furu Wei NeurIPS 2025 | May 2025
Publication Mina: Fine-Grained In-network Aggregation Resource Scheduling for Machine Learning Service Shichen Dong, Zhixiong Niu, Mingchao Zhang, Zhiying Xu, Chuntao Hu, Pengzhi Zhu, Qingchun Song, Lei Qu, Peng Cheng, Cam-Tu Nguyen, Shaoling Sun, Xiaohu Xu, Yongqiang Xiong, Wei Wang, Xiaoliang Wang IEEE INFOCOM 2025 – IEEE Conference on Computer Communications | May 2025, pp. 1-10
Publication MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix Ziyang Ma, Yi Ma, Yanqiao Zhu, Chen Yang, Yi-Wen Chao, Ruiyang Xu, Wenxi Chen, Yuanzhe Chen, Zhuo Chen, Jian Cong, Kai Li, Keliang Li, Siyou Li, Xinfeng Li, Xiquan Li, Zheng Lian, Yu-Cheng Liang, Minghao Liu, Zhikang Niu, Tianrui Wang, Yuping Wang, Yuxuan Wang, Yihao Wu, Guanrou Yang, Jianwei Yu, Ruibin Yuan, Zhisheng Zheng, Ziya Zhou, Haina Zhu, Wei Xue, Emmanouil Benetos, Kai Yu, E. Chng, Xie Chen NeurIPS 2025 | May 2025
Publication Chain-of-Model Learning for Language Model Kaitao Song, Xiaohua Wang, Xu Tan, Huiqiang Jiang, Chengruidong Zhang, Yongliang Shen, LU Cen, Li, Zifan Song, Caihua Shan, Yansen Wang, Kan Ren, Xiaoqing Zheng, Tao Qin, Yuqing Yang, Dongsheng Li, Lili Qiu NeurIPS 2025 | May 2025
Publication VoLUT: Efficient Volumetric Streaming Enhanced By LUT-Based Super-Resolution Yifan Yang, Lili Qiu, Yuqing Yang, Xinyang Jiang The Eighth Annual Conference on Machine Learning and Systems | May 2025
