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2020 – today
- 2025
[c22]Yixuan Mei
, Yonghao Zhuang, Xupeng Miao, Juncheng Yang, Zhihao Jia, Rashmi Vinayak:
Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow. ASPLOS (1) 2025: 586-602- 2024
- [j8]Juncheng Yang, Zuchao Li, Chao Li, Shuai Xie, Wei Yu, Shijun Li:
Generalizing to unseen domains via PatchMix. Multim. Syst. 30(1): 31 (2024) - [j7]Juncheng Yang, Wei Yu, Fang Yu, Shijun Li:
A Time-Series-Based Sample Amplification Model for Data Stream with Sparse Samples. Neural Process. Lett. 56(2): 72 (2024) - [c21]Juncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du:
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. LREC/COLING 2024: 15024-15036 - [c20]Juncheng Yang, Zuchao Li, Shuai Xie, Weiping Zhu, Wei Yu, Shijun Li:
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models. ICME 2024: 1-6 - [c19]Juncheng Yang, Qiwei Li, Shuai Xie, Wei Yu, Shijun Li:
DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization. IJCNN 2024: 1-8 - [c18]Yazhuo Zhang, Juncheng Yang, Yao Yue, Ymir Vigfusson, K. V. Rashmi:
SIEVE is Simpler than LRU: an Efficient Turn-Key Eviction Algorithm for Web Caches. NSDI 2024 - [i9]Juncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du:
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. CoRR abs/2404.04538 (2024) - [i8]Juncheng Yang, Zuchao Li, Shuai Xie, Weiping Zhu, Wei Yu, Shijun Li:
Cross-Modal Adapter: Parameter-Efficient Transfer Learning Approach for Vision-Language Models. CoRR abs/2404.12588 (2024) - [i7]Juncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li:
DSDRNet: Disentangling Representation and Reconstruct Network for Domain Generalization. CoRR abs/2404.13848 (2024) - [i6]Ziyue Qiu, Juncheng Yang, Mor Harchol-Balter:
Can Increasing the Hit Ratio Hurt Cache Throughput? CoRR abs/2404.16219 (2024) - [i5]Yixuan Mei, Yonghao Zhuang, Xupeng Miao, Juncheng Yang, Zhihao Jia, Rashmi Vinayak:
Helix: Distributed Serving of Large Language Models via Max-Flow on Heterogeneous GPUs. CoRR abs/2406.01566 (2024) - 2023
- [j6]Tianyu Zhang, Kaige Liu, Jack Kosaian, Juncheng Yang, Rashmi Vinayak:
Efficient Fault Tolerance for Recommendation Model Training via Erasure Coding. Proc. VLDB Endow. 16(11): 3137-3150 (2023) - [c17]Yazhuo Zhang, Rebecca Isaacs, Yao Yue, Juncheng Yang, Lei Zhang, Ymir Vigfusson:
LatenSeer: Causal Modeling of End-to-End Latency Distributions by Harnessing Distributed Tracing. SoCC 2023: 502-519 - [c16]Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu:
FrozenHot Cache: Rethinking Cache Management for Modern Hardware. EuroSys 2023: 557-573 - [c15]Juncheng Yang, Ziming Mao, Yao Yue, K. V. Rashmi:
GL-Cache: Group-level learning for efficient and high-performance caching. FAST 2023: 115-134 - [c14]Juncheng Yang, Ziyue Qiu, Yazhuo Zhang, Yao Yue, K. V. Rashmi:
FIFO can be Better than LRU: the Power of Lazy Promotion and Quick Demotion. HotOS 2023: 70-79 - [c13]Juncheng Yang, Chao Li, Zuchao Li, Wei Yu, Bo Du, Shijun Li:
MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning. KDD 2023: 2941-2952 - [c12]Juncheng Yang, Yazhuo Zhang, Ziyue Qiu, Yao Yue, Rashmi Vinayak:
FIFO queues are all you need for cache eviction. SOSP 2023: 130-149 - 2022
- [j5]Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger:
Kangaroo: Theory and Practice of Caching Billions of Tiny Objects on Flash. ACM Trans. Storage 18(3): 21:1-21:33 (2022) - [c11]Juncheng Yang, Anirudh Sabnis, Daniel S. Berger, K. V. Rashmi, Ramesh K. Sitaraman:
C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery. NSDI 2022: 1159-1177 - 2021
- [j4]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan:
Skyline Diagram: Efficient Space Partitioning for Skyline Queries. IEEE Trans. Knowl. Data Eng. 33(1): 271-286 (2021) - [j3]Juncheng Yang, Yao Yue, K. V. Rashmi:
A Large-scale Analysis of Hundreds of In-memory Key-value Cache Clusters at Twitter. ACM Trans. Storage 17(3): 17:1-17:35 (2021) - [c10]Juncheng Yang, Yao Yue, Rashmi Vinayak:
Segcache: a memory-efficient and scalable in-memory key-value cache for small objects. NSDI 2021: 503-518 - [c9]Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger:
Kangaroo: Caching Billions of Tiny Objects on Flash. SOSP 2021: 243-262 - [i4]Saurabh Kadekodi, Francisco Maturana, Suhas Jayaram Subramanya, Juncheng Yang, K. V. Rashmi, Gregory R. Ganger:
PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy. CoRR abs/2103.08191 (2021) - 2020
- [c8]Lei Zhang, Juncheng Yang, Anna Blasiak, Mike McCall, Ymir Vigfusson:
When is the Cache Warm? Manufacturing a Rule of Thumb. HotCloud 2020 - [c7]Juncheng Yang, Yao Yue, K. V. Rashmi:
A large scale analysis of hundreds of in-memory cache clusters at Twitter. OSDI 2020: 191-208 - [c6]Saurabh Kadekodi, Francisco Maturana, Suhas Jayaram Subramanya, Juncheng Yang, K. V. Rashmi, Gregory R. Ganger:
PACEMAKER: Avoiding HeART attacks in storage clusters with disk-adaptive redundancy. OSDI 2020: 369-385
2010 – 2019
- 2019
- [j2]Shuxia Li, Juncheng Yang:
Study on Brain Electromyography Rehabilitation System Based on Data Fusion and Virtual Rehabilitation Simulation. J. Medical Syst. 43(2): 22:1-22:9 (2019) - [j1]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure and Efficient Skyline Queries on Encrypted Data. IEEE Trans. Knowl. Data Eng. 31(7): 1397-1411 (2019) - 2018
- [c5]Hobin Yoon, Juncheng Yang, Sveinn Fannar Kristjansson, Steinn E. Sigurðarson, Ymir Vigfusson, Ada Gavrilovska:
Mutant: Balancing Storage Cost and Latency in LSM-Tree Data Stores. SoCC 2018: 162-173 - [c4]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo:
Skyline Diagram: Finding the Voronoi Counterpart for Skyline Queries. ICDE 2018: 653-664 - [i3]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure and Efficient Skyline Queries on Encrypted Data. CoRR abs/1806.01168 (2018) - [i2]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei, Jun Luo, Yuzhang Guo, Shuaicheng Ma, Chenglin Fan:
Skyline Diagram: Efficient Space Partitioning for Skyline Queries. CoRR abs/1812.01663 (2018) - 2017
- [c3]Juncheng Yang, Reza Karimi, Trausti Sæmundsson, Avani Wildani, Ymir Vigfusson:
Mithril: mining sporadic associations for cache prefetching. SoCC 2017: 66-79 - [c2]Jinfei Liu, Juncheng Yang, Li Xiong, Jian Pei:
Secure Skyline Queries on Cloud Platform. ICDE 2017: 633-644 - [i1]Juncheng Yang, Reza Karimi, Trausti Sæmundsson, Avani Wildani, Ymir Vigfusson:
MITHRIL: Mining Sporadic Associations for Cache Prefetching. CoRR abs/1705.07400 (2017) - 2016
- [c1]Helgi Sigurbjarnarson, Petur Orri Ragnarsson, Juncheng Yang, Ymir Vigfusson, Mahesh Balakrishnan:
Enabling Space Elasticity in Storage Systems. SYSTOR 2016: 6:1-6:11
Coauthor Index
aka: Rashmi Vinayak
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