Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Hailong Ma; Ruijun Xu; Jixiang Li; Qingyuan Li 001 (CoRR, 2019)

ScarletNAS: Bridging the Gap Between Scalability and Fairness in Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Jixiang Li; Qingyuan Li 001; Ruijun Xu (CoRR, 2019)

Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Hailong Ma; Ruijun Xu; Qingyuan Li 001 (ICPR, 2020)

AutoKWS: Keyword Spotting with Differentiable Architecture Search. - Bo Zhang 046; Wenfeng Li; Qingyuan Li 001; Weiji Zhuang; Xiangxiang Chu; Yujun Wang (ICASSP, 2021)

SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Qingyuan Li 001; Ruijun Xu; Xudong Li 003 (ICCVW, 2021)

EAPruning: Evolutionary Pruning for Vision Transformers and CNNs. - Qingyuan Li 001; Bo Zhang 046; Xiangxiang Chu (BMVC, 2022)

YOLOv6: A Single-Stage Object Detection Framework for Industrial Applications. - Chuyi Li; Lulu Li; Hongliang Jiang; Kaiheng Weng; Yifei Geng; Liang Li 003; Zaidan Ke; Qingyuan Li 001; Meng Cheng; Weiqiang Nie; Yiduo Li; Bo Zhang 046; et al. (CoRR, 2022)

FPTQ: Fine-grained Post-Training Quantization for Large Language Models. - Qingyuan Li 001; Yifan Zhang 001; Liang Li 003; Peng Yao; Bo Zhang 046; Xiangxiang Chu; Yerui Sun; Li Du; Yuchen Xie (CoRR, 2023)

A Speed Odyssey for Deployable Quantization of LLMs. - Qingyuan Li 001; Ran Meng; Yiduo Li; Bo Zhang 046; Liang Li 003; Yifan Lu; Xiangxiang Chu; Yerui Sun; Yuchen Xie (CoRR, 2023)

Norm Tweaking: High-Performance Low-Bit Quantization of Large Language Models. - Liang Li 003; Qingyuan Li 001; Bo Zhang 046; Xiangxiang Chu (AAAI, 2024)

Integer Scale: A Free Lunch for Faster Fine-grained Quantization of LLMs. - Qingyuan Li 001; Ran Meng; Yiduo Li; Bo Zhang 046; Yifan Lu; Yerui Sun; Lin Ma 002; Yuchen Xie (CoRR, 2024)

Flash Communication: Reducing Tensor Parallelization Bottleneck for Fast Large Language Model Inference. - Qingyuan Li 001; Bo Zhang 046; Liang Ye; Yifan Zhang 001; Wei Wu; Yerui Sun; Lin Ma 002; Yuchen Xie (CoRR, 2024)