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6464- 🙎♂️ Chizheng Fang
6565- [ 📕 slides] ( ./slides/260526-Janus.pdf )
6666<br ><br >
67+ ### June 2
68+ #### Topic I
69+ - 💡 [ MLSys26] [ AccelOpt: Self-improving Agents for AI Accelerator Kernel Optimization] ( https://arxiv.org/abs/2511.15915 )
70+ - 🙎♂️ Yuhang Wang, Jingwen Sun
71+ #### Topic II
72+ - 💡 [ arXiv] [ CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation] ( https://arxiv.org/abs/2602.24286 )
73+ - 🙎♂️ Xingye You, Ziqi Chen
74+ <br ><br >
75+ ### June 9
76+ #### Topic I
77+ - 💡 [ ICLR26] [ SonicMoE: Accelerating MoE with IO and Tile-aware Optimizations] ( https://arxiv.org/abs/2512.14080 )
78+ - 🙎♂️ Jiahui Tan
79+ #### Topic II
80+ - 💡 [ PLDI26] [ Neptune: Advanced ML Operator Fusion for Locality and Parallelism on GPUs] ( https://arxiv.org/abs/2510.08726 )
81+ - 🙎♂️ Congkun Ai, Zewen Jin
82+ <br ><br >
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