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 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 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 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 2025 Knowledge Discovery and Data Mining | April 2025
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
Publication Proving Olympiad Inequalities by Synergizing LLMs and Symbolic Reasoning Zenan Li, Zhaoyu Li, Wen Tang, Xian Zhang, Yuan Yao, Xujie Si, Fan Yang, Kaiyu Yang, Xiaoxing Ma ICLR | April 2025
Publication Structural-Entropy-Based Sample Selection for Efficient and Effective Learning Tianchi Xie, Jiangning Zhu, Guozu Ma, Minzhi Lin, Wei Chen, Weikai Yang, Shixia Liu Proceedings of the 13th International Conference on Learning Representations (ICLR) | April 2025
Publication Efficient and Adaptive Diffusion Model Inference Through Lookup Table on Mobile Devices Qipeng Wang, Shiqi Jiang, Yifan Yang, Ruiqi Liu, Yuanchun Li, Ting Cao, Xuanzhe Liu IEEE Transactions on Mobile Computing (TMC) | April 2025, pp. 1-18