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Jun-Hao Hu · SciRah

Researcher profile · Semantic Scholar

Jun-Hao Hu

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Jun-Hao Hu — researcher profile on SciRah

h-index: 7
Works: 20
Citations: 331

Most-cited papers

MemServe: Context Caching for Disaggregated LLM Serving with Elastic Memory Pool
Cun-Chen Hu, HeYang Huang, Jun-Hao Hu, Jiang Xu +7 more
2024arXiv.org130 citations
Semantic Scholar
EPIC: Efficient Position-Independent Caching for Serving Large Language Models
Jun-Hao Hu, Wen-Rui Huang, Weidong Wang, Haoying Wang +6 more
2024International Conference on Machine Learning65 citations
Semantic Scholar
DEEPSERVE: Serverless Large Language Model Serving at Scale
Jun-Hao Hu, Jiang Xu, Zhi-Xia Liu, Yu-Long He +17 more
2025USENIX Annual Technical Conference40 citations
Semantic Scholar
How Practitioners Expect Code Completion?
Chao-Zheng Wang, Jun-Hao Hu, Cui-Yun Gao, Yu Jin +4 more
2023ESEC/SIGSOFT FSE30 citations Open access
Semantic Scholar
RaaS: Reasoning-Aware Attention Sparsity for Efficient LLM Reasoning
Jun-Hao Hu, Wen-Rui Huang, Weidong Wang, Zhen-Wen Li +5 more
2025Annual Meeting of the Association for Computational Linguistics24 citations Open access
Semantic Scholar
LLMigrate: Transforming "Lazy" Large Language Models into Efficient Source Code Migrators
Yu-Chen Liu, Jun-Hao Hu, Yingdi Shan, Ge Li +3 more
2025arXiv.org9 citations
Semantic Scholar
When Does Recurrence Become an Algorithm? Convergence Selection in Weight-Tied Looped Transformers
Tong-Yuan Zhang, Jun-Hao Hu, Yun Peng, Tao Xie
2026arXiv.org7 citations
Semantic Scholar
HYPIC: Accelerating Hybrid-Attention LLM Serving with Position-Independent Caching
Yi-Fei Liu, Jun-Tong Wu, Yang Liu, Jun-Hao Hu +3 more
2026arXiv.org7 citations
Semantic Scholar
RedKnot: Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention
Yang Liu, Zhao-Kai Luo, Hua-Yi Jin, Zhi-Yong Wang +6 more
2026arXiv.org7 citations
Semantic Scholar
Lil: Less is Less When Applying Post-Training Sparse-Attention Algorithms in Long-Decode Stage
Jun-Hao Hu, Fang-Di Li, Mingtao Xu, Fei Meng +8 more
2026Annual Meeting of the Association for Computational Linguistics4 citations
Semantic Scholar
GDPevo: Evaluating Agent Self-Evolution on Real Business Tasks
Lei-Jun Zhou, Zhi-Hao Liu, Xiang Qu, Chen-Xu Liu +8 more
20264 citations
Semantic Scholar
CoRun: Padding is Simple and Efficient for Deterministic LLM Inference
Shiju Zhao, Jiacheng Yang, Qi-Hang Chen, Jun-Hao Hu +3 more
20264 citations
Semantic Scholar
Predicting Compilation Resources for Adaptive Build in an Industrial Setting
Jun-Hao Hu, Chao-Zheng Wang, Hai-Liang Huang, Huang Luo +3 more
2023International Conference on Automated Software Engineering4 citations
Semantic Scholar
Hummingbird: SLO-Oriented GPU Preemption at Microsecond-scale
Tian-Cheng Hu, Chen-Xi Wang, Ting Cao, Jin Qin +8 more
2026arXiv.org3 citations
Semantic Scholar
DeepFlow: Serverless Large Language Model Serving at Scale
Jun-Hao Hu, Jiang Xu, Zhi-Xia Liu, Yu-Long He +18 more
2025arXiv.org3 citations
Semantic Scholar
From Existing Methods to New Research Ideas: Two Perspectives on Recursive Self-Improvement
Lei-Jun Zhou, Yan-Ke Yu, Zhi-Hao Liu, Qu Xiang +9 more
20261 citations
Semantic Scholar
Akashic: A Low-Overhead LLM Inference Service with MemAttention
Yang Liu, Zhao-Kai Luo, Hua-Yi Jin, Ruo-Zhou He +6 more
2026arXiv.org0 citations
Semantic Scholar
CascadeEP: Asynchronous Expert Execution for MoE Prefill under Attention Imbalance
Jin Qin, Tian-Cheng Hu, Shi-Yan Wang, Jun-Hao Hu +11 more
20260 citations
Semantic Scholar
DynaTrain: Fast Online Parallelism Switching for Elastic LLM Training
Yuan-Qing Wang, Yu-Chen Zhang, Hao Lin, Jun-Hao Hu +8 more
2026arXiv.org0 citations
Semantic Scholar
RedKnot-MLA: Multi-Head Offline-Online Reuse for DeepSeek-V4 Long-Context Serving
Yang Liu, Zhao-Kai Luo, Hua-Yi Jin, Ruo-Zhou He +9 more
20260 citations
Semantic Scholar

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