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2020 – today
- 2026
[c4]Ziyi Zhang
, Ziheng Jiang, Chengquan Jiang, Menghan Yu, Size Zheng, Haibin Lin, Xin Liu, Henry Hoffmann:
SwiftSpec: Disaggregated Speculative Decoding and Fused Kernels for Low-Latency LLM Inference. ASPLOS (2) 2026: 2197-2211- [i9]Weinan Dai, Hanlin Wu, Qiying Yu, Huan-Ang Gao, Jiahao Li, Chengquan Jiang, Weiqiang Lou, Yufan Song, Hongli Yu, Jiaze Chen, Wei-Ying Ma, Ya-Qin Zhang, Jingjing Liu, Mingxuan Wang, Xin Liu, Hao Zhou:
CUDA Agent: Large-Scale Agentic RL for High-Performance CUDA Kernel Generation. CoRR abs/2602.24286 (2026) - [i8]Peiyuan Zhang, Matthew Noto, Wenxuan Tan, Chengquan Jiang, Will Lin, Wei Zhou, Hao Zhang:
Attn-QAT: 4-Bit Attention With Quantization-Aware Training. CoRR abs/2603.00040 (2026) - 2025
- [c3]Shulai Zhang, Ningxin Zheng, Haibin Lin, Ziheng Jiang, Wenlei Bao, Chengquan Jiang, Qi Hou, Weihao Cui, Size Zheng, Li-Wen Chang, Quan Chen, Xin Liu:
COMET: Fine-grained Computation-communication Overlapping for Mixture-of-Experts. MLSys 2025 - [c2]Huanqi Hu, Bowen Xiao, Shixuan Sun, Jianian Yin, Zhexi Zhang, Xiang Luo, Chengquan Jiang, Weiqi Xu, Xiaoying Jia, Xin Liu, Minyi Guo:
LiquidGEMM: Hardware-Efficient W4A8 GEMM Kernel for High-Performance LLM Serving. SC 2025: 1619-1630 - [i7]Shulai Zhang, Ningxin Zheng, Haibin Lin, Ziheng Jiang, Wenlei Bao, Chengquan Jiang, Qi Hou, Weihao Cui, Size Zheng, Li-Wen Chang, Quan Chen, Xin Liu:
Comet: Fine-grained Computation-communication Overlapping for Mixture-of-Experts. CoRR abs/2502.19811 (2025) - [i6]Jiazhan Feng, Shijue Huang, Xingwei Qu, Ge Zhang, Yujia Qin, Baoquan Zhong, Chengquan Jiang, Jinxin Chi, Wanjun Zhong:
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs. CoRR abs/2504.11536 (2025) - [i5]Ziyi Zhang, Ziheng Jiang, Chengquan Jiang, Menghan Yu, Size Zheng, Haibin Lin, Henry Hoffmann, Xin Liu:
SwiftSpec: Ultra-Low Latency LLM Decoding by Scaling Asynchronous Speculative Decoding. CoRR abs/2506.11309 (2025) - [i4]Huanqi Hu, Bowen Xiao, Shixuan Sun, Jianian Yin, Zhexi Zhang, Xiang Luo, Chengquan Jiang, Weiqi Xu, Xiaoying Jia, Xin Liu, Minyi Guo:
LiquidGEMM: Hardware-Efficient W4A8 GEMM Kernel for High-Performance LLM Serving. CoRR abs/2509.01229 (2025) - 2024
- [i3]Li-Wen Chang, Wenlei Bao, Qi Hou, Chengquan Jiang, Ningxin Zheng, Yinmin Zhong, Xuanrun Zhang, Zuquan Song, Ziheng Jiang, Haibin Lin, Xin Jin, Xin Liu:
FLUX: Fast Software-based Communication Overlap On GPUs Through Kernel Fusion. CoRR abs/2406.06858 (2024) - 2023
- [c1]Yujia Zhai, Chengquan Jiang, Leyuan Wang, Xiaoying Jia, Shang Zhang, Zizhong Chen, Xin Liu, Yibo Zhu:
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs. IPDPS 2023: 344-355 - 2022
- [i2]Yujia Zhai, Chengquan Jiang, Leyuan Wang, Xiaoying Jia, Shang Zhang, Zizhong Chen, Xin Liu, Yibo Zhu:
ByteTransformer: A High-Performance Transformer Boosted for Variable-Length Inputs. CoRR abs/2210.03052 (2022) - 2021
- [j1]Jiawei Chen, Chengquan Jiang, Can Wang, Sheng Zhou, Yan Feng, Chun Chen, Martin Ester, Xiangnan He:
CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation. ACM Trans. Inf. Syst. 39(3): 34:1-34:24 (2021) - 2020
- [i1]Jiawei Chen, Chengquan Jiang, Can Wang, Sheng Zhou, Yan Feng, Chun Chen, Martin Ester, Xiangnan He:
CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation. CoRR abs/2011.07739 (2020)
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