Publication Reinforce-Ada: An Adaptive Sampling Framework under Non-linear RL Objectives Wei Xiong, Chenlu Ye, Baohao Liao, Hanze Dong, Xinxing Xu, Christof Monz, Jiang Bian, Nan Jiang, Tong Zhang 2026 COLM | October 2026
Publication FedHUR: Learning Hierarchical Utility-Guided Client Relations for Personalized Federated Recommendation Ming-Zhe Han, Jia-Hao Liu, Dongsheng Li, Jian-Kui Zhou, H. Gu, Peng Zhang, Ning Gu, Tun Lu September 2026 arXiv | September 2026
Publication Live Artifacts: Authoring Dynamic Media via Live Layers Encapsulating Generative Specifications Leixian Shen, Haotian Li, Hugo ROMAT, Fanny Chevalier, Nicolai Marquardt, Nathalie Henry Riche arXiv Project
Publication Neural Centroidal Voronoi Tessellations Jia-Chen Xu, Bo Pang, Rui Xu, Xiao-Chen Zhang, Yang Liu, Fei Zhu, Guo-Ping Wang, Peng-Shuai Wang September 2026 arXiv | September 2026
Publication MeshRT: Compile-Time Governed Wafer-Scale Runtime for Low-Latency High-Throughput Inference Congjie He, Le Xu, Zhan Lu, Yeqi Huang, Haocheng Xiao, Cheng Deng, Lingxiao Ma, Ziming Miao, Fan Yang, Luo Mai
Publication Wavel: A Fast and Efficient Compilation System for Wafer-Scale Accelerators Yeqi Huang, Congjie He, Haocheng Xiao, Yanwei Ye, Yi-Chieh Wang, Boyao Song, Yangshen Deng, Ziming Miao, Lingxiao Ma, Fan Yang, Luo Mai
Publication PAPT++: Risk-Aware Adversarial Tuning and Generation for Single Domain Generalization Zhipeng Xu, De Cheng, Xinyang Jiang, Ling-Feng He, Huai-Jie Wang, Dongsheng Li, Nan-Nan Wang, Xinbo Gao September 2026 arXiv | September 2026
Publication ZipFlow: a Compiler-based Framework to Unleash Compressed Data Movement for Modern GPUs Gwangoo Yeo, Zhiyang Shen, Wei Cui, Matteo Interlandi, Rathijit Sen, Bailu Ding, Qi Chen, Minsoo Rhu VLDB 2026 Industrial Track | August 2026
Publication Simple is Better than Complex: A Representation-centric Perspective for Prompting-based Vision–Language Fusion Yujia Yin, Jinhong Ni, Renjie Wu, Hongji Li, Tianxin Wei, Zhong Li, Yifan Chen Transactions on Machine Learning Research | August 2026
Publication Rubrics as Visual-Repair Context for Self-Evolving UI-to-Code Generation Tianyi Xiong, Zhengyuan Yang, Xiaofei Wang, Chung-Ching Lin, Ruichun Ma, Kevin Lin, Zhendong Wang, Linjie Li, Chenxi Liu, Ruibo Chen, R. Duraiswami, Heng Huang, Lijuan Wang August 2026 arXiv | August 2026
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