G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. - Feng Zhang 007; Zaifeng Pan; Yanliang Zhou; Jidong Zhai; Xipeng Shen; Onur Mutlu; Xiaoyong Du 001 (ICDE, 2021)

G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. - Zaifeng Pan; Feng Zhang 007; Hourun Li; Chenyang Zhang 005; Xiaoyong Du 001; Dong Deng 001 (IEEE Trans. Parallel Distributed Syst., 2022)

Exploring Data Analytics Without Decompression on Embedded GPU Systems. - Zaifeng Pan; Feng Zhang 007; Yanliang Zhou; Jidong Zhai; Xipeng Shen; Onur Mutlu; Xiaoyong Du 001 (IEEE Trans. Parallel Distributed Syst., 2022)

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)

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)

RecFlex: Enabling Feature Heterogeneity-Aware Optimization for Deep Recommendation Models with Flexible Schedules. - Zaifeng Pan; Zhen Zheng; Feng Zhang 007; Bing Xie; Ruofan Wu; Shaden Smith; Chuanjie Liu; Olatunji Ruwase; Xiaoyong Du 001; Yufei Ding 001 (SC, 2024)

Compressed data direct computing for Chinese dataset on DCU. - Yani Liu; Feng Zhang 007; Zaifeng Pan; Xiaoguang Guo; Yihua Hu 003; Xiao Zhang 001; Xiaoyong Du 001 (CCF Trans. High Perform. Comput., 2024)

WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training. - Zheng Wang 075; Anna Cai; Xinfeng Xie; Zaifeng Pan; Yue Guan; Weiwei Chu; Jie Wang 022; Shikai Li; Jianyu Huang; Chris Cai; Yuchen Hao; Yufei Ding 001 (OSDI, 2025)

PluS: Highly Efficient and Expandable ML Compiler with Pluggable Graph Schedules. - Ruofan Wu; Zhen Zheng; Feng Zhang 007; Chuanjie Liu; Zaifeng Pan; Jidong Zhai; Xiaoyong Du 001 (USENIX ATC, 2025)

KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows. - Zaifeng Pan; Ajjkumar Patel; Zhengding Hu; Yipeng Shen; Yue Guan; Wan-Lu Li; Lianhui Qin; Yida Wang; Yufei Ding 001 (CoRR, 2025)

HedraRAG: Coordinating LLM Generation and Database Retrieval in Heterogeneous RAG Serving. - Zhengding Hu; Vibha Murthy; Zaifeng Pan; Wanlu Li; Xiaoyi Fang; Yufei Ding 001; Yuke Wang (CoRR, 2025)