Publications

Juntao Zhao, Qi Lu, Wei Jia, Borui Wan, Lei Zuo, Junda Feng, Jianyu Jiang, Yangrui Chen, Shuaishuai Cao, Jialing He, Others (2025). OVERLORD: Ultimate Scaling of DataLoader for Multi-Source Large Foundation Model Training. arXiv preprint arXiv:2504.09844.
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Wan Borui, Zhao Juntao, Jiang Chenyu, Guo Chuanxiong, Wu Chuan (2025). Efficient LLM Serving on Hybrid Real-time and Best-effort Requests. arXiv preprint arXiv:2504.09590.
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Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Yibo Zhu, Chuan Wu (2024). QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices. 2024 IEEE International Parallel and Distributed Processing Symposium (IPDPS).
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Juntao Zhao, Wenhao Lu, Sheng Wang, Lingpeng Kong, Chuan Wu (2024). QSpec: Speculative Decoding with Complementary Quantization Schemes. arXiv preprint arXiv:2410.11305.
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Juntao Zhao, Borui Wan, Chuan Wu, Yanghua Peng, Haibin Lin (2024). POSTER: LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization. Proceedings of the 29th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming.
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Juntao Zhao, Borui Wan, Yanghua Peng, Haibin Lin, Chuan Wu (2024). Llm-pq: Serving llm on heterogeneous clusters with phase-aware partition and adaptive quantization. arXiv preprint arXiv:2403.01136.
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Hanpeng Hu, Junwei Su, Juntao Zhao, Yanghua Peng, Yibo Zhu, Haibin Lin, Chuan Wu (2024). Cdmpp: A device-model agnostic framework for latency prediction of tensor programs. Proceedings of the Nineteenth European Conference on Computer Systems.
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Borui Wan, Juntao Zhao, Chuan Wu (2023). Adaptive message quantization and parallelization for distributed full-graph gnn training. Proceedings of Machine Learning and Systems.
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Yu Chen, Tian Min, Juntao Zhao, Wei Cai (2022). Synchronization in games sound: an audiovisual study on player experience and performance. Proceedings of the 2nd Workshop on Games Systems.
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Sizheng Fan, Juntao Zhao, Rong Zhao, Zehua Wang, Wei Cai (2022). CryptoArcade: A Cloud Gaming System With Blockchain-Based Token Economy. IEEE Transactions on Cloud Computing.
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