| 2026 | ACL | AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora. | Jiaxin Bai, Wei Fan, Qi Hu, Qing Zong, Chunyang Li, Hong Ting Tsang, Hongyu Luo, Yauwai Yim, Haoyu Huang, Xiao Zhou, Feng Qin, Tianshi Zheng, Xi Peng, Xin Yao, Huiwen Yang, Leijie Wu, J. I Yi, Gong Zhang, Renhai Chen, Yangqiu Song |
| 2026 | FAST | RosenBridge: A Framework for Enabling Express I/O Paths Across the Virtualization Boundary. | Shi Qiu, Li Wang, Jianqin Yan, Ruofan Xiong, Leping Yang, Xin Yao, Renhai Chen, Gong Zhang, Dongsheng Li, Jiwu Shu, Yiming Zhang |
| 2026 | ISIT | A Mathematical Theory of Top-k Sparse Attention via Total Variation Distance. | Georgios Tzachristas, Lei Deng, Ioannis Tzachristas, Gong Zhang, Renhai Chen |
| 2025 | ACL | HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference. | Ping Gong, Jiawei Yi, Shengnan Wang, Juncheng Zhang, Zewen Jin, Ouxiang Zhou, Ruibo Liu, Guanbin Xu, Youhui Bai, Bowen Ye, Kun Yuan, Tong Yang, Gong Zhang, Renhai Chen, Feng Wu, Cheng Li |
| 2025 | DATE | A Practical Learning-Based FTL for Memory Constrained Mobile Flash Storage. | Zelin Du, Kecheng Huang, Tianyu Wang, Xin Yao, Renhai Chen, Zili Shao |
| 2025 | FAST | GeminiFS: A Companion File System for GPUs. | Shi Qiu, Weinan Liu, Yifan Hu, Jianqin Yan, Zhirong Shen, Xin Yao, Renhai Chen, Gong Zhang, Yiming Zhang |
| 2025 | FAST | HiDPU: A DPU-Oriented Hybrid Indexing Scheme for Disaggregated Storage Systems. | Wenbin Zhu, Zhaoyan Shen, Qian Wei, Renhai Chen, Xin Yao, Dongxiao Yu, Zili Shao |
| 2025 | HPCA | NeuVSA: A Unified and Efficient Accelerator for Neural Vector Search. | Ziming Yuan, Lei Dai, Wen Li, Jie Zhang, Shengwen Liang, Ying Wang, Cheng Liu, Huawei Li, Xiaowei Li, Jiafeng Guo, Peng Wang, Renhai Chen, Gong Zhang |
| 2025 | ICASSP | Relaxing Distillation Constraints for Improved New Class Learning in Continual Semantic Segmentation. | Zheng Ti, Xuze Hao, Renhai Chen |
| 2025 | ICDE | HourglassSketch: An Efficient and Scalable Framework for Graph Stream Summarization. | Jiarui Guo, Boxuan Chen, Kaicheng Yang, Tong Yang, Zirui Liu, Qiuheng Yin, Sha Wang, Yuhan Wu, Xiaolin Wang, Bin Cui, Tao Li, Xi Peng, Renhai Chen, Gong Zhang |
| 2025 | OSDI | Decentralized, Epoch-based F2FS Journaling with Fine-grained Crash Recovery. | Yaotian Cui, Zhiqi Wang, Renhai Chen, Zili Shao |
| 2025 | SC | Phoenix: A Refactored I/O Stack for GPU Direct Storage without Phony Buffers. | Jianqin Yan, Shi Qiu, Yina Lv, Yifan Hu, Hao Chen, Zhirong Shen, Xin Yao, Renhai Chen, Jiwu Shu, Gong Zhang, Yiming Zhang |
| 2024 | DASFAA | Speal: Achieving a More Accurate Model with Less Training Data in Performance Evaluation of Storage System through Sampling Optimization. | Liang Bao, Hua Wang, Ke Zhou, Guangyu Zhang, Ji Zhang, Xi Peng, Qingqing Yang, Renhai Chen, Gong Zhang |
| 2024 | ICPP | zQoS: Unleashing full performance capabilities of NVMe SSDs while enforcing SLOs in distributed storage systems. | Liuying Ma, Zhenqing Liu, Jin Xiong, Yue Wu, Renhai Chen, Xi Peng, Ying Zhang, Gong Zhang, Dejun Jiang |
| 2023 | ICONIP | STFormer: Cross-Level Feature Fusion in Object Detection. | Shaobo Wang, Renhai Chen, Tianze Guo, Zhiyong Feng |
| 2022 | ICCD | SoftSSD: Software-defined SSD Development Platform for Rapid Flash Firmware Prototyping. | Jin Xue, Renhai Chen, Zili Shao |
| 2020 | HPCC | CF-RDF: A Lightweight and Efficient Large Scale RDF Data Management System. | Xiaozhe Li, Renhai Chen, Guohua Yan, Zhiyong Feng |
| 2020 | ICONIP | U-Net Neural Network Optimization Method Based on Deconvolution Algorithm. | Shen Li, Junhai Xu, Renhai Chen |
| 2019 | DAC | Internal Structure Aware RDF Data Management in SSDs. | Renhai Chen, Qiming Guan, Guohua Yan, Zhiyong Feng |
| 2019 | HPCC | DLS: A Delay-Life-Aware I/O Scheduler to Improve the Load Balancing of SSD-Based RAID-5 Arrays. | Guohua Yan, Renhai Chen, Qiming Guan, Zhiyong Feng |
| 2019 | MICRO | Towards Efficient NVDIMM-based Heterogeneous Storage Hierarchy Management for Big Data Workloads. | Renhai Chen, Zili Shao, Duo Liu, Zhiyong Feng, Tao Li |
| 2018 | ICASSP | A Reliable Video Storage Architecture in Hybrid SLC/MLC Nand Flash. | Yimei Kang, Xingyu Zhang, Zili Shao, Renhai Chen, Yi Wang |
| 2018 | WWW | PDSM: Pregel-Based Distributed Subgraph Matching on Large Scale RDF Graphs. | Qiang Xu, Xin Wang, Yueqi Xin, Zhiyong Feng, Renhai Chen |
| 2017 | WWW | Intelligent RDD Management for High Performance In-Memory Computing in Spark. | Mingyue Zhang, Renhai Chen, Xiaowang Zhang, Zhiyong Feng, Guozheng Rao, Xin Wang |
| 2016 | ASPDAC | MCSSim: A memory channel storage simulator. | Renhai Chen, Zili Shao, Chia-Lin Yang, Tao Li |
| 2016 | MICRO | Bridging the I/O performance gap for big data workloads: A new NVDIMM-based approach. | Renhai Chen, Zili Shao, Tao Li |
| 2015 | ASPDAC | Unified non-volatile memory and NAND flash memory architecture in smartphones. | Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan |
| 2015 | HPCC | Virtual Machine Image Content Aware I/O Optimization for Mobile Virtualization. | Renhai Chen, Yi Wang, Jingtong Hu, Duo Liu, Zili Shao, Yong Guan |
| 2014 | DAC | Deterministic Crash Recovery for NAND Flash Based Storage Systems. | Chi Zhang, Yi Wang, Tianzheng Wang, Renhai Chen, Duo Liu, Zili Shao |
| 2013 | RTCSA | SolarTune: Real-time scheduling with load tuning for solar energy powered multicore systems. | Yi Wang, Renhai Chen, Zili Shao, Tao Li |
| 2012 | HPCC | ASIP-based Design and Implementation of RSA for Embedded Systems. | Zhongbo Wang, Zhiping Jia, Lei Ju, Renhai Chen |
| 2012 | TrustCom | The Research and Application of a Specific Instruction Processor for SMS4. | Zhenzhou Li, Feng Li, Zhiping Jia, Lei Ju, Renhai Chen |