Hongbin Zhang

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Publications (4)

• AlignedServe: Orchestrating Prefix-aware Batching to Build a High-throughput and Computing-efficient LLM Serving System
  Proceedings of the ACM on Management of Data 2026 DOI: 10.1145/3802009
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• Efficient KV Cache Spillover Management on Memory-Constrained GPU for LLM Inference
  IEEE Transactions on Parallel and Distributed Systems 2026 DOI: 10.1109/TPDS.2025.3626974
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• TD-Pipe: Temporally-Disaggregated Pipeline Parallelism Architecture for High-Throughput LLM Inference
  2025 DOI: 10.1145/3754598.3754621
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• Improving Computation and Memory Efficiency for Real-world Transformer Inference on GPUs
  ACM Transactions on Architecture and Code Optimization 2023 DOI: 10.1145/3617689
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