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
Publication Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization in Rejection Sampling and RL Jiarui Yao, Yifan Hao, Hanning Zhang, Hanze Dong, Wei Xiong, Nan Jiang, Tong Zhang NeurIPS 2025 | May 2025
Publication A Scalable Algorithm for Fair Influence Maximization with Unbiased Estimator Xiaobin Rui, Zhixiao Wang, Hao Peng, Wei Chen, Philip S. Yu IEEE Transactions on Knowledge and Data Engineering (TKDE) | May 2025
Publication SoundTRC: DNN-based Acoustic Target Region Control Yuhang He, Andrew Markham, Okan Köpüklü 2025 International Conference on Acoustics, Speech, and Signal Processing | May 2025
Publication Robust Optical Transceiver Manipulation in Cluttered Cable Environments Using 3D Scene Understanding and Planning Iason Sarantopoulos, Chenyu Liu, Bohong Weng, Sicheng Xu, Yizhong Zhang, Jiaolong Yang, Xin Tong, Fabian Otto, David Sweeney, Andromachi Chatzieleftheriou, Ant Rowstron 2025 IEEE International Conference on Robotics and Automation | May 2025 Project
Publication SeCom: On Memory Construction and Retrieval for Personalized Conversational Agents Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang, Xufang Luo, Hao Cheng, Dongsheng Li, Yuqing Yang, Chin-Yew Lin, H. Vicky Zhao, Lili Qiu, Jianfeng Gao ICLR 2025 | April 2025 Github Project
Publication TarDiff: Target-Oriented Diffusion Guidance for Synthetic Electronic Health Record Time Series Generation Bowen Deng, Chang Xu, Hao Li, Yuhao Huang, Min Hou, Jiang Bian ArXiv | April 2025, Vol abs/2504.17613
Publication UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis Xinyi Liu, Xiaoyi Zhang, Ziyun Zhang, Yan Lu ArXiv | April 2025, Vol abs/2504.11257
