Real-time Constrained Cycle Detection in Large Dynamic Graphs. - Xiafei Qiu; Wubin Cen; Zhengping Qian; You Peng; Ying Zhang 001; Xuemin Lin 001; Jingren Zhou 001 (Proc. VLDB Endow., 2018)

RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. - Zaifeng Pan; Zhen Zheng; Feng Zhang 007; Ruofan Wu; Hao Liang 003; Dalin Wang; Xiafei Qiu; Junjie Bai; Wei Lin 016; Xiaoyong Du 001 (ASPLOS (4), 2023)

Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity. - Haojun Xia; Zhen Zheng; Yuchao Li; Donglin Zhuang; Zhongzhu Zhou; Xiafei Qiu; Yong Li 020; Wei Lin 016; Shuaiwen Leon Song (CoRR, 2023)

Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity. - Haojun Xia; Zhen Zheng; Yuchao Li; Donglin Zhuang; Zhongzhu Zhou; Xiafei Qiu; Yong Li 020; Wei Lin 016; Shuaiwen Leon Song (Proc. VLDB Endow., 2023)

BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach. - Zhen Zheng; Zaifeng Pan; Dalin Wang; Kai Zhu; Wenyi Zhao; Tianyou Guo; Xiafei Qiu; Minmin Sun; Junjie Bai; Feng Zhang 007; Xiaoyong Du 001; Jidong Zhai; et al. (Proc. ACM Manag. Data, 2023)

MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures. - Donglin Zhuang; Zhen Zheng; Haojun Xia; Xiafei Qiu; Junjie Bai; Wei Lin 016; Shuaiwen Leon Song (OSDI, 2024)

Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache. - Bin Lin; Tao Peng; Chen Zhang; Minmin Sun; Lanbo Li; Hanyu Zhao; Wencong Xiao; Qi Xu; Xiafei Qiu; Shen Li; Zhigang Ji; Yong Li 020; et al. (CoRR, 2024)

BladeDISC++: Memory Optimizations Based On Symbolic Shape. - Xiulong Yuan; Xu Yan; Wenting Shen; Xiafei Qiu; Ang Wang; Jie Zhang; Yong Li; Wei Lin (CoRR, 2024)

Qwen2.5-1M Technical Report. - An Yang; Bowen Yu 002; Chengyuan Li; Dayiheng Liu; Fei Huang 005; Haoyan Huang; Jiandong Jiang; Jianhong Tu; Jianwei Zhang 012; Jingren Zhou 001; Junyang Lin; Kai Dang; et al. (CoRR, 2025)

Efficient Long Context Fine-tuning with Chunk Flow. - Xiulong Yuan; Hongtao Xu; Wenting Shen; Ang Wang; Xiafei Qiu; Jie Zhang 078; Yuqiong Liu; Bowen Yu 002; Junyang Lin; Mingzhen Li 001; Weile Jia; Yong Li 020; et al. (CoRR, 2025)