FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs. - Shulin Zeng; Jun Liu 117; Guohao Dai 001; Xinhao Yang; Tianyu Fu 004; Hongyi Wang; Wenheng Ma; Hanbo Sun; Shiyao Li; Zixiao Huang 001; Yadong Dai; Jintao Li; et al. (FPGA, 2024)

HetHub: A Heterogeneous distributed hybrid training system for large-scale models. - Si Xu; Zixiao Huang 001; Yan Zeng; Shengen Yan; Xuefei Ning; Haolin Ye; Sipei Gu; Chunsheng Shui; Zhezheng Lin; Hao Zhang; Sheng Wang; Guohao Dai 001; et al. (CoRR, 2024)

MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression. - Tianyu Fu 004; Haofeng Huang; Xuefei Ning; Genghan Zhang; Boju Chen; Tianqi Wu; Hongyi Wang; Zixiao Huang 001; Shiyao Li; Shengen Yan; Guohao Dai 001; Huazhong Yang; et al. (CoRR, 2024)

FlashOverlap: A Lightweight Design for Efficiently Overlapping Communication and Computation. - Ke Hong; Xiuhong Li; Minxu Liu; Qiuli Mao; Tianqi Wu; Zixiao Huang 001; Lufang Chen; Zhong Wang; Yichong Zhang; Zhenhua Zhu 002; Guohao Dai 001; Yu Wang 002 (CoRR, 2025)

Reducing GPU Memory Fragmentation via Spatio-Temporal Planning for Efficient Large-Scale Model Training. - Zixiao Huang 001; Junhao Hu; Hao Lin; Chunyang Zhu; Yueran Tang; Quanlu Zhang; Zhen Guo; Zhenhua Li; Shengen Yan; Zhenhua Zhu 002; Guohao Dai 001; Yu Wang 002 (CoRR, 2025)

RLinf: Flexible and Efficient Large-scale Reinforcement Learning via Macro-to-Micro Flow Transformation. - Chao Yu 005; Yuanqing Wang; Zhen Guo; Hao Lin; Si Xu; Hongzhi Zang; Quanlu Zhang; Yongji Wu; Chunyang Zhu; Junhao Hu; Zixiao Huang 001; Mingjie Wei; et al. (CoRR, 2025)

Reducing Latency of LLM Search Agent via Speculation-based Algorithm-System Co-Design. - Zixiao Huang 001; Wen Zeng; Tianyu Fu 004; Tengxuan Liu; Yizhou Sun; Ke Hong; Xinhao Yang; Chengchun Liu; Yan Li; Quanlu Zhang; Guohao Dai 001; Zhenhua Zhu 002; et al. (CoRR, 2025)

Efficient and Adaptable Overlapping for Computation and Communication via Signaling and Reordering. - Ke Hong; Xiuhong Li; Minxu Liu; Qiuli Mao; Tianqi Wu; Zixiao Huang 001; Lufang Chen; Zhong Wang; Yichong Zhang; Zhenhua Zhu 002; Guohao Dai 001; Yu Wang 002 (EuroSys, 2026)

STAlloc: Enhancing Memory Efficiency in Large-Scale Model Training with Spatio-Temporal Planning. - Zixiao Huang 001; Junhao Hu; Hao Lin; Chunyang Zhu; Yueran Tang; Quanlu Zhang; Zhen Guo; Zhenhua Li; Shengen Yan; Zhenhua Zhu 002; Guohao Dai 001; Yu Wang 002 (EuroSys, 2026)