Memory System and IoT Lab
City University of Hong Kong
Memory System and IoT Lab

Conference and Workshop Papers

2024

  • Hongming Huang, Peng Wang, Qiang Su, Hong Xu, Chun Jason Xue, and André Brinkmann. Palantir: Hierarchical similarity detection for post-deduplication delta compression. In Rajiv Gupta, Nael B. Abu-Ghazaleh, Madan Musuvathi, and Dan Tsafrir, editors, Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, ASPLOS 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024, pages 830–845. ACM, 2024.
  • Jiacheng Huang, Yunmo Zhang, Junqiao Qiu, Yu Liang, Rachata Ausavarungnirun, Qingan Li, and Chun Jason Xue. More apps, faster hot-launch on mobile devices via fore/background-aware gc-swap co-design. In Rajiv Gupta, Nael B. Abu-Ghazaleh, Madan Musuvathi, and Dan Tsafrir, editors, Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3, ASPLOS 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024, pages 654–670. ACM, 2024.
  • Min Ye, Qiao Li, Yina Lv, Jie Zhang, Tianyu Ren, Daniel Wen, Tei-Wei Kuo, and Chun Jason Xue. Achieving near-zero read retry for 3d NAND flash memory. In Rajiv Gupta, Nael B. Abu-Ghazaleh, Madan Musuvathi, and Dan Tsafrir, editors, Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2, ASPLOS 2024, La Jolla, CA, USA, 27 April 2024- 1 May 2024, pages 55–70. ACM, 2024.
  • Qiao Li, Hongyang Dang, Zheng Wan, Congming Gao, Min Ye, Jie Zhang, Tei-Wei Kuo, and Chun Jason Xue. Midas touch: Invalid-data assisted reliability and performance boost for 3d high-density flash. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2024, Edinburgh, United Kingdom, March 2-6, 2024, pages 657–670. IEEE, 2024.
  • Jinheng Li, Qiao Li, Hu Wan, and Chun Jason Xue. Binary folding compression for efficient software distribution. In Jiman Hong and Juw Won Park, editors, Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, SAC 2024, Avila, Spain, April 8-12, 2024, pages 169–176. ACM, 2024.

2023

  • Yu Mao, Jingzong Li, Yufei Cui, and Chun Jason Xue. Faster and stronger lossless compression with optimized autoregressive framework. In 60th ACM/IEEE Design Automation Conference, DAC 2023, San Francisco, CA, USA, July 9-13, 2023, pages 1–6. IEEE, 2023.
  • Yun Huang, Nan Guan, Shuhan Bai, Tei-Wei Kuo, and Chun Jason Xue. SERICO: scheduling real-time I/O requests in computational storage drives. In Design, Automation & Test in Europe Conference & Exhibition, DATE 2023, Antwerp, Belgium, April 17-19, 2023, pages 1–6. IEEE, 2023.
  • Changlong Li, Yu Liang, Rachata Ausavarungnirun, Zongwei Zhu, Liang Shi, and Chun Jason Xue. ICE: collaborating memory and process management for user experience on resource-limited mobile devices. In Giuseppe Antonio Di Luna, Leonardo Querzoni, Alexandra Fedorova, and Dushyanth Narayanan, editors, Proceedings of the Eighteenth European Conference on Computer Systems, EuroSys 2023, Rome, Italy, May 8-12, 2023, pages 79–93. ACM, 2023.
  • Jinghuan Yu, Sam H. Noh, Young-ri Choi, and Chun Jason Xue. ADOC: automatically harmonizing dataflow between components in log-structured key-value stores for improved performance. In Ashvin Goel and Dalit Naor, editors, 21st USENIX Conference on File and Storage Technologies, FAST 2023, Santa Clara, CA, USA, February 21-23, 2023, pages 65–80. USENIX Association, 2023.
  • Hongchao Du, Qiao Li, Riwei Pan, Tei-Wei Kuo, and Chun Jason Xue. Multi-granularity shadow paging with NVM write optimization for crash-consistent memory-mapped I/O. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2023, Montreal, QC, Canada, February 25 - March 1, 2023, pages 108–121. IEEE, 2023.
  • Yufei Cui, Ziquan Liu, Xiangyu Liu, Xue Liu, Cong Wang, Tei-Wei Kuo, Chun Jason Xue, and Antoni B. Chan. Bayes-mil: A new probabilistic perspective on attention-based multiple instance learning for whole slide images. In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023. OpenReview.net, 2023.
  • Jingzong Li, Libin Liu, Hong Xu, Shudeng Wu, and Chun Jason Xue. Cross-camera inference on the constrained edge. In IEEE INFOCOM 2023 - IEEE Conference on Computer Communications, New York City, NY, USA, May 17-20, 2023, pages 1–10. IEEE, 2023.
  • Jingzong Li, Yik Hong Cai, Libin Liu, Yu Mao, Chun Jason Xue, and Hong Xu. Moby: Empowering 2d models for efficient point cloud analytics on the edge. In Abdulmotaleb El-Saddik, Tao Mei, Rita Cucchiara, Marco Bertini, Diana Patricia Tobon Vallejo, Pradeep K. Atrey, and M. Shamim Hossain, editors, Proceedings of the 31st ACM International Conference on Multimedia, MM 2023, Ottawa, ON, Canada, 29 October 2023- 3 November 2023, pages 9012–9021. ACM, 2023.
  • Ruoxiang Li, Zheng Dong, Jen-Ming Wu, Chun Jason Xue, and Nan Guan. Modeling and property analysis of the message synchronization policy in ROS. In IEEE International Conference on Mobility, Operations, Services and Technologies, MOST 2023, Detroit, MI, USA, May 17-19, 2023, pages 71–82. IEEE, 2023.
  • Yufei Cui, Ziquan Liu, Yixin Chen, Yuchen Lu, Xinyue Yu, Xue (Steve) Liu, Tei-Wei Kuo, Miguel Rodrigues, Chun Jason Xue, and Antoni B. Chan. Retrieval-augmented multiple instance learning. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, and Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023, 2023.
  • Tianyu Ren, Qiao Li, Min Ye, and Chun Jason Xue. Read disturb and reliability: The complete story for 3d CT NAND flash. In 12th Non-Volatile Memory Systems and Applications Symposium, NVMSA 2023, Niigata, Japan, August 30 - Sept. 1, 2023, pages 1–6. IEEE, 2023.
  • Jinheng Li, Qiao Li, Qingan Li, and Chun Jason Xue. Shared dictionary compression for efficient mobile software distribution. In 29th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, RTCSA 2023, Niigata, Japan, August 30 - Sept. 1, 2023, pages 85–94. IEEE, 2023.
  • Ruoxiang Li, Xu Jiang, Zheng Dong, Jen-Ming Wu, Chun Jason Xue, and Nan Guan. Worst-case latency analysis of message synchronization in ROS. In IEEE Real-Time Systems Symposium, RTSS 2023, Taipei, Taiwan, December 5-8, 2023, pages 185–197. IEEE, 2023.
  • Ruoxiang Li, Tao Hu, Xu Jiang, Laiwen Li, Wenxuan Xing, Qingxu Deng, and Nan Guan. ROSGM: A real-time GPU management framework with plug-in policies for ROS 2. In 29th IEEE Real-Time and Embedded Technology and Applications Symposium, RTAS 2023, San Antonio, TX, USA, May 9-12, 2023, pages 93–105. IEEE, 2023.

2022

  • Jiacheng Huang, Min Peng, Libing Wu, Chun Jason Xue, and Qingan Li. Lamina: Low overhead wear leveling for NVM with bounded tail. In 27th Asia and South Pacific Design Automation Conference, ASP-DAC 2022, Taipei, Taiwan, January 17-20, 2022, pages 377–382. IEEE, 2022.
  • Shuhan Bai, Hu Wan, Yun Huang, Xuan Sun, Fei Wu, Changsheng Xie, Hung-Chih Hsieh, Tei-Wei Kuo, and Chun Jason Xue. Pipette: efficient fine-grained reads for ssds. In Rob Oshana, editor, DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10 - 14, 2022, pages 385–390. ACM, 2022.
  • Yu Liang, Riwei Pan, Tianyu Ren, Yufei Cui, Rachata Ausavarungnirun, Xianzhang Chen, Changlong Li, Tei-Wei Kuo, and Chun Jason Xue. Cachesifter: Sifting cache files for boosted mobile performance and lifetime. In Dean Hildebrand and Donald E. Porter, editors, 20th USENIX Conference on File and Storage Technologies, FAST 2022, Santa Clara, CA, USA, February 22-24, 2022, pages 445–459. USENIX Association, 2022.
  • Dongdong Tang, Xuan Sun, Nan Guan, Tei-Wei Kuo, and Chun Jason Xue. $p$lpaq: Accelerating LPAQ compression on FPGA. In International Conference on Field-Programmable Technology, (IC)FPT 2022, Hong Kong, December 5-9, 2022, pages 1–6. IEEE, 2022.
  • Xuan Sun, Hu Wan, Qiao Li, Chia-Lin Yang, Tei-Wei Kuo, and Chun Jason Xue. RM-SSD: in-storage computing for large-scale recommendation inference. In IEEE International Symposium on High-Performance Computer Architecture, HPCA 2022, Seoul, South Korea, April 2-6, 2022, pages 1056–1070. IEEE, 2022.
  • Jingzong Li, Hong Xu, Ming Ma, Haopeng Yan, and Chun Jason Xue. Alfie: Neural-reinforced adaptive prefetching for short videos. In IEEE International Conference on Multimedia and Expo, ICME 2022, Taipei, Taiwan, July 18-22, 2022, pages 1–6. IEEE, 2022.
  • Yunmo Zhang, Hong Xu, Chun Jason Xue, and Tei-Wei Kuo. Probabilistic analysis of network availability. In 30th IEEE International Conference on Network Protocols, ICNP 2022, Lexington, KY, USA, October 30 - Nov. 2, 2022, pages 1–11. IEEE, 2022.
  • Yu Mao, Yufei Cui, Tei-Wei Kuo, and Chun Jason Xue. Accelerating general-purpose lossless compression via simple and scalable parameterization. In Jo ao Magalh aes, Alberto Del Bimbo, Shin'ichi Satoh, Nicu Sebe, Xavier Alameda-Pineda, Qin Jin, Vincent Oria, and Laura Toni, editors, MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10 - 14, 2022, pages 3205–3213. ACM, 2022.
  • Yu Mao, Yufei Cui, Tei-Wei Kuo, and Chun Jason Xue. TRACE: A fast transformer-based general-purpose lossless compressor. In Frédérique Laforest, Raphaël Troncy, Elena Simperl, Deepak Agarwal, Aristides Gionis, Ivan Herman, and Lionel Médini, editors, WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022, pages 1829–1838. ACM, 2022.
  • Xu Jiang, Dong Ji, Nan Guan, Ruoxiang Li, Yue Tang, and Yi Wang. Real-time scheduling and analysis of processing chains on multi-threaded executor in ROS 2. In IEEE Real-Time Systems Symposium, RTSS 2022, Houston, TX, USA, December 5-8, 2022, pages 27–39. IEEE, 2022.
  • Ruoxiang Li, Nan Guan, Xu Jiang, Zhishan Guo, Zheng Dong, and Mingsong Lv. Worst-case time disparity analysis of message synchronization in ROS. In IEEE Real-Time Systems Symposium, RTSS 2022, Houston, TX, USA, December 5-8, 2022, pages 40–52. IEEE, 2022.
  • Mingsong Lv, Xuemei Peng, Wenjing Xie, and Nan Guan. Task allocation for real-time earth observation service with LEO satellites. In IEEE Real-Time Systems Symposium, RTSS 2022, Houston, TX, USA, December 5-8, 2022, pages 14–26. IEEE, 2022.

2021

  • Hu Wan, Xuan Sun, Yufei Cui, Chia-Lin Yang, Tei-Wei Kuo, Chun Jason Xue: FlashEmbedding: storing embedding tables in SSD for large-scale recommender systems. APSys 2021: 9-16
  • Yufei Cui, Ziquan Liu, Qiao Li, Antoni B. Chan, Chun Jason Xue: Bayesian Nested Neural Networks for Uncertainty Calibration and Adaptive Compression. CVPR 2021: 2392-2401
  • Cheng Ji, Li-Pin Chang, Riwei Pan, Chao Wu, Congming Gao, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices. FAST 2021: 127-140
  • Qiao Li, Min Ye, Tei-Wei Kuo, Chun Jason Xue: How the common retention acceleration method of 3D NAND flash memory goes wrong? HotStorage 2021: 1-7

2020

  • Min Ye, Qiao Li, Jianqiang Nie, Tei-Wei Kuo, Chun Jason Xue: Valid Window: A New Metric to Measure the Reliability of NAND Flash Memory. DATE 2020: 109-114
  • Keni Qiu, Mengying Zhao, Zhenge Jia, Jingtong Hu, Chun Jason Xue, Kaisheng Ma, Xueqing Li, Yongpan Liu, Vijaykrishnan Narayanan: Design Insights of Non-volatile Processors and Accelerators in Energy Harvesting Systems. ACM Great Lakes Symposium on VLSI 2020: 369-374
  • Yu Liang, Jinheng Li, Xianzhang Chen, Rachata Ausavarungnirun, Riwei Pan, Tei-Wei Kuo, Chun Jason Xue: Differentiating Cache Files for Fine-grain Management to Improve Mobile Performance and Lifetime. HotStorage 2020
  • Jinghuan Yu, Heejin Yoon, Sam H. Noh, Young-ri Choi, Chun Jason Xue: Position: Synergetic effects of Software and Hardware Parameters on the LSM system. HotStorage 2020
  • Xuan Sun, Jinghuan Yu, Zimeng Zhou, Chun Jason Xue: FPGA-based Compaction Engine for Accelerating LSM-tree Key-Value Stores. ICDE 2020: 1261-1272
  • Yufei Cui, Ziquan Liu, Wuguannan Yao, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, Chun Jason Xue: Fully Nested Neural Network for Adaptive Compression and Quantization. IJCAI 2020: 2080-2087
  • Weilan Wang, Liang Shi, Chun Jason Xue, Edwin H.-M. Sha: A Zero-Energy Consumption Scheme for System Suspend to Limited NVM. NVMSA 2020: 1-6
  • Yu Liang, Jinheng Li, Rachata Ausavarungnirun, Riwei Pan, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: Acclaim: Adaptive Memory Reclaim to Improve User Experience in Android Systems. USENIX Annual Technical Conference 2020: 897-910

More

More conference and workshop papers are available on DBLP (Tei-Wei Kuo, Chun Jason Xue, and Nan Guan).

Journal Articles

2024

  • Mengying Zhao, Shuo Xu, Lihao Dong, Chun Jason Xue, Dongxiao Yu, Xiaojun Cai, and Zhiping Jia. Branch predictor design for energy harvesting powered nonvolatile processors. IEEE Trans. Computers, 73(3):722–734, 2024.
  • Libin Liu, Jingzong Li, Zhixiong Niu, Wei Zhang, Chun Jason Xue, and Hong Xu. Efficient time-series data delivery in iot with xender. IEEE Trans. Mob. Comput., 23(5):4777–4792, 2024.
  • Changlong Li, Yu Liang, Liang Shi, Chao Wang, Chun Jason Xue, and Xuehai Zhou. Flexible and efficient memory swapping across mobile devices with legoswap. IEEE Trans. Parallel Distributed Syst., 35(1):140–153, 2024.

2023

  • Libin Liu, Jingzong Li, Hong Xu, Kaiwen Xue, and Chun Jason Xue. Efficient real-time video conferencing with adaptive frame delivery. Comput. Networks, 234:109918, 2023.
  • Yufei Cui, Yu Mao, Ziquan Liu, Qiao Li, Antoni B. Chan, Xue (Steve) Liu, Tei-Wei Kuo, and Chun Jason Xue. Variational nested dropout. IEEE Trans. Pattern Anal. Mach. Intell., 45(8):10519–10534, 2023.
  • Shuhan Bai, Hu Wan, Yun Huang, Xuan Sun, Fei Wu, Changsheng Xie, Hung-Chih Hsieh, Tei-Wei Kuo, and Chun Jason Xue. Pipette: Efficient fine-grained reads for ssds. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 42(12):4721–4734, 2023.
  • Yina Lv, Liang Shi, Yunpeng Song, and Chun Jason Xue. Access characteristic guided partition for nand flash-based high-density ssds. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 42(12):4643–4656, 2023.
  • Zimeng Zhou, Chenchen Fu, Chun Jason Xue, Song Han, Wei Zhang, and Lei Ju. Optimizing worst case data freshness in rf-powered networked embedded systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 42(9):2877–2888, 2023.

2022

  • Liang Shi, Yina Lv, Longfei Luo, Changlong Li, Chun Jason Xue, and Edwin H.-M. Sha. Read latency variation aware performance optimization on high-density NAND flash based storage systems. CCF Trans. High Perform. Comput., 4(3):265–280, 2022.
  • Min Ye, Qiao Li, Congming Gao, Shun Deng, Tei-Wei Kuo, and Chun Jason Xue. Stop unnecessary refreshing: extending 3d NAND flash lifetime with ORBER. CCF Trans. High Perform. Comput., 4(3):281–301, 2022.
  • Shangyu Wu, Yufei Cui, Jinghuan Yu, Xuan Sun, Tei-Wei Kuo, and Chun Jason Xue. NFL: robust learned index via distribution transformation. Proc. VLDB Endow., 15(10):2188–2200, 2022.
  • Yufei Cui, Qiao Li, Tei-Wei Kuo, and Chun Jason Xue. Online rare category identification and data diversification for edge computing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41(5):1290–1301, 2022.
  • Yufei Cui, Shangyu Wu, Qiao Li, Antoni B. Chan, Tei-Wei Kuo, and Chun Jason Xue. Bits-ensemble: Toward light-weight robust deep ensemble by bits-sharing. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41(11):4397–4408, 2022.
  • Qiao Li, Min Ye, Yufei Cui, Tianyu Ren, Tei-Wei Kuo, and Chun Jason Xue. Resolving the reliability issues of open blocks for 3-d NAND flash: Observations and strategies. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41(11):4076–4087, 2022.
  • Yina Lv, Liang Shi, Longfei Luo, Changlong Li, Chun Jason Xue, and Edwin H.-M. Sha. Tail latency optimization for ldpc-based high-density and low-cost flash memory devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 41(3):544–557, 2022.
  • Yufei Cui, Wuguannan Yao, Qiao Li, Antoni B. Chan, and Chun Jason Xue. Accelerating monte carlo bayesian prediction via approximating predictive uncertainty over the simplex. IEEE Trans. Neural Networks Learn. Syst., 33(4):1492–1506, 2022.
  • Congming Gao, Min Ye, Chun Jason Xue, Youtao Zhang, Liang Shi, Jiwu Shu, and Jun Yang. Reprogramming 3d TLC flash memory based solid state drives. ACM Trans. Storage, 18(1):9:1–9:33, 2022.
  • Libin Liu, Hong Xu, Zhixiong Niu, Jingzong Li, Wei Zhang, Peng Wang, Jiamin Li, Chun Jason Xue, and Cong Wang. Scaleflux: Efficient stateful scaling in NFV. IEEE Trans. Parallel Distributed Syst., 33(12):4801–4817, 2022.

2021

  • Xuan Sun, Chun Jason Xue, Jinghuan Yu, Tei-Wei Kuo, Xue Liu: Accelerating data filtering for database using FPGA. J. Syst. Archit. 114: 101908 (2021)
  • Yu Liang, Riwei Pan, Yajuan Du, Chenchen Fu, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: Read-Ahead Efficiency on Mobile Devices: Observation, Characterization, and Optimization. IEEE Trans. Computers 70(1): 99-110 (2021)
  • Yu Liang, Cheng Ji, Chenchen Fu, Rachata Ausavarungnirun, Qiao Li, Riwei Pan, Siyu Chen, Liang Shi, Tei-Wei Kuo, Chun Jason Xue: iTRIM: I/O-Aware TRIM for Improving User Experience on Mobile Devices. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40(9): 1782-1795 (2021)

2020

  • Jinhua Cui, Youtao Zhang, Liang Shi, Chun Jason Xue, Jun Yang, Weiguang Liu, Laurence T. Yang: Leveraging partial-refresh for performance and lifetime improvement of 3D NAND flash memory in cyber-physical systems. J. Syst. Archit. 103: 101685 (2020)
  • Chao Wu, Cheng Ji, Qiao Li, Congming Gao, Riwei Pan, Chenchen Fu, Liang Shi, Chun Jason Xue: Maximizing I/O Throughput and Minimizing Performance Variation via Reinforcement Learning Based I/O Merging for SSDs. IEEE Trans. Computers 69(1): 72-86 (2020)
  • Qiao Li, Liang Shi, Yufei Cui, Chun Jason Xue: Exploiting Asymmetric Errors for LDPC Decoding Optimization on 3D NAND Flash Memory. IEEE Trans. Computers 69(4): 475-488 (2020)
  • Congming Gao, Liang Shi, Qiao Li, Kai Liu, Chun Jason Xue, Jun Yang, Youtao Zhang: Aging Capacitor Supported Cache Management Scheme for Solid-State Drives. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2230-2239 (2020)
  • Zimeng Zhou, Chenchen Fu, Chun Jason Xue, Song Han: Energy-Constrained Data Freshness Optimization in Self-Powered Networked Embedded Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(10): 2293-2306 (2020)
  • Ke Liu, Mengying Zhao, Lei Ju, Zhiping Jia, Jingtong Hu, Chun Jason Xue: Applying Multiple Level Cell to Non-volatile FPGAs. ACM Trans. Embed. Comput. Syst. 19(4): 27:1-27:22 (2020)
  • Congming Gao, Liang Shi, Kai Liu, Chun Jason Xue, Jun Yang, Youtao Zhang: Boosting the Performance of SSDs via Fully Exploiting the Plane Level Parallelism. IEEE Trans. Parallel Distributed Syst. 31(9): 2185-2200 (2020)
  • Qiao Li, Liang Shi, Yejia Di, Congming Gao, Cheng Ji, Yu Liang, Chun Jason Xue: Process Variation Aware Read Performance Improvement for LDPC-Based nand Flash Memory. IEEE Trans. Reliab. 69(1): 310-321 (2020)

More

More journal articles are available on DBLP (Tei-Wei Kuo, Chun Jason Xue, and Nan Guan).

Last updated on 30 May 2024.