Efficient Throughput and Loop-Free Routing: An Adaptive Second-Order Backpressure Algorithm. - Yuexi Yin; Zirui Zhuang; Jingyu Wang 001; Qi Qi 001; Haifeng Sun 001; Xiaoyuan Fu; Jianxin Liao (INFOCOM (Workshops), 2024)

Beyond Throughput-Optimal: Second-Order Smooth Backpressure Algorithm for Reducing Jitter and Delay. - Yuexi Yin; Zirui Zhuang; Jingyu Wang 001; Qi Qi 001; Haifeng Sun 001; Xiaoyuan Fu; Jianxin Liao (IWQoS, 2024)

OutlierTune: Efficient Channel-Wise Quantization for Large Language Models. - Jinguang Wang; Yuexi Yin; Haifeng Sun 001; Qi Qi 001; Jingyu Wang 001; Zirui Zhuang; Tingting Yang; Jianxin Liao (CoRR, 2024)

QoKV: Comprehending and Surpassing the Hurdles of KV Cache Quantization. - Jinguang Wang; Yuexi Yin; Haifeng Sun 001; Tingting Yang; Qi Qi 001; Zirui Zhuang; Jingyu Wang 001 (ICASSP, 2025)

MergeQuant: Accurate 4-bit Static Quantization of Large Language Models by Channel-wise Calibration. - Jinguang Wang; Jingyu Wang 001; Haifeng Sun 001; Tingting Yang; Zirui Zhuang; Wanyi Ning; Yuexi Yin; Qi Qi 001; Jianxin Liao (CoRR, 2025)