Online Pedestrian Tracking Using Ensemble Color Feature. - Bo Zhang 046; Yi Xu 001; Xiaokang Yang 001 (CIT/IUCC/DASC/PICom, 2015)

Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Ruijun Xu; Hailong Ma (CoRR, 2019)

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)

A Matrix-in-matrix Neural Network for Image Super Resolution. - Hailong Ma; Xiangxiang Chu; Bo Zhang 046; Shaohua Wan 004; Bo Zhang 047 (CoRR, 2019)

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Ruijun Xu; Jixiang Li (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)

Accurate and Efficient Single Image Super-Resolution with Matrix Channel Attention Network. - Hailong Ma; Xiangxiang Chu; Bo Zhang 046 (ACCV (2), 2020)

Multi-objective Reinforced Evolution in Mobile Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Ruijun Xu (ECCV Workshops (4), 2020)

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search. - Xiangxiang Chu; Tianbao Zhou; Bo Zhang 046; Jixiang Li (ECCV (15), 2020)

MoGA: Searching Beyond Mobilenetv3. - Xiangxiang Chu; Bo Zhang 046; Ruijun Xu (ICASSP, 2020)

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

Neural Architecture Search on Acoustic Scene Classification. - Jixiang Li; Chuming Liang; Bo Zhang 046; Zhao Wang; Fei Xiang; Xiangxiang Chu (INTERSPEECH, 2020)

MixPath: A Unified Approach for One-shot Neural Architecture Search. - Xiangxiang Chu; Xudong Li 003; Yi Lu; Bo Zhang 046; Jixiang Li (CoRR, 2020)

Noisy Differentiable Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Xudong Li 003 (CoRR, 2020)

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

FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search. - Xiangxiang Chu; Bo Zhang 046; Ruijun Xu (ICCV, 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)

DARTS-: Robustly Stepping out of Performance Collapse Without Indicators. - Xiangxiang Chu; Xiaoxing Wang; Bo Zhang 046; Shun Lu 001; Xiaolin Wei; Junchi Yan (ICLR, 2021)

Twins: Revisiting the Design of Spatial Attention in Vision Transformers. - Xiangxiang Chu; Zhi Tian; Yuqing Wang; Bo Zhang 046; Haibing Ren; Xiaolin Wei; Huaxia Xia; Chunhua Shen (NeurIPS, 2021)

Do We Really Need Explicit Position Encodings for Vision Transformers? - Xiangxiang Chu; Bo Zhang 046; Zhi Tian; Xiaolin Wei; Huaxia Xia (CoRR, 2021)

Twins: Revisiting Spatial Attention Design in Vision Transformers. - Xiangxiang Chu; Zhi Tian; Yuqing Wang; Bo Zhang 046; Haibing Ren; Xiaolin Wei; Huaxia Xia; Chunhua Shen (CoRR, 2021)

A Unified Mixture-View Framework for Unsupervised Representation Learning. - Xiangxiang Chu; Xiaohang Zhan; Bo Zhang 046 (BMVC, 2022)

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)

MixPath: A Unified Approach for One-shot Neural Architecture Search. - Xiangxiang Chu; Shun Lu 001; Xudong Li 003; Bo Zhang 046 (ICCV, 2023)

ROME: Robustifying Memory-Efficient NAS via Topology Disentanglement and Gradient Accumulation. - Xiaoxing Wang; Xiangxiang Chu; Yuda Fan; Zhexi Zhang; Bo Zhang 046; Xiaokang Yang 001; Junchi Yan (ICCV, 2023)

Conditional Positional Encodings for Vision Transformers. - Xiangxiang Chu; Zhi Tian; Bo Zhang 046; Xinlong Wang; Chunhua Shen (ICLR, 2023)

YOLOv6 v3.0: A Full-Scale Reloading. - Chuyi Li; Lulu Li; Yifei Geng; Hongliang Jiang; Meng Cheng; Bo Zhang 046; Zaidan Ke; Xiaoming Xu; Xiangxiang Chu (CoRR, 2023)

FastPillars: A Deployment-friendly Pillar-based 3D Detector. - Sifan Zhou; Zhi Tian; Xiangxiang Chu; Xinyu Zhang 015; Bo Zhang 046; Xiaobo Lu; Chengjian Feng; Zequn Jie; Patrick Yin Chiang; Lin Ma 002 (CoRR, 2023)

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)

Masked Autoencoders Are Robust Neural Architecture Search Learners. - Yiming Hu; Xiangxiang Chu; Bo Zhang 046 (CoRR, 2023)

MobileVLM : A Fast, Strong and Open Vision Language Assistant for Mobile Devices. - Xiangxiang Chu; Limeng Qiao; Xinyang Lin; Shuang Xu; Yang Yang 002; Yiming Hu; Fei Wei; Xinyu Zhang 015; Bo Zhang 046; Xiaolin Wei; Chunhua Shen (CoRR, 2023)

Make RepVGG Greater Again: A Quantization-Aware Approach. - Xiangxiang Chu; Liang Li 003; Bo Zhang 046 (AAAI, 2024)

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

VisionLLaMA: A Unified LLaMA Backbone for Vision Tasks. - Xiangxiang Chu; Jianlin Su; Bo Zhang 046; Chunhua Shen (ECCV (66), 2024)

LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object Detection. - Sifan Zhou; Liang Li 003; Xinyu Zhang 015; Bo Zhang 046; Shipeng Bai; Miao Sun; Ziyu Zhao; Xiaobo Lu; Xiangxiang Chu (ICLR, 2024)

MobileVLM V2: Faster and Stronger Baseline for Vision Language Model. - Xiangxiang Chu; Limeng Qiao; Xinyu Zhang 015; Shuang Xu; Fei Wei; Yang Yang 002; Xiaofei Sun; Yiming Hu; Xinyang Lin; Bo Zhang 046; Chunhua Shen (CoRR, 2024)

VisionLLaMA: A Unified LLaMA Interface for Vision Tasks. - Xiangxiang Chu; Jianlin Su; Bo Zhang 046; Chunhua Shen (CoRR, 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)

MovieDreamer: Hierarchical Generation for Coherent Long Visual Sequence. - Canyu Zhao; Mingyu Liu; Wen Wang 015; Jianlong Yuan; Hao Chen 041; Bo Zhang 046; Chunhua Shen (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)

A deep learning system for myopia onset prediction and intervention effectiveness evaluation in children. - Ziyi Qi; Tingyao Li; Jun Chen 005; Jason C. Yam; Yang Wen; Gengyou Huang; Hua Zhong; Mingguang He; Dan Zhu; Rongping Dai; Bo Qian; Jingjing Wang; et al. (npj Digit. Medicine, 2024)

Lenna: Language Enhanced Reasoning Detection Assistant. - Fei Wei; Xinyu Zhang 015; Ailing Zhang; Bo Zhang 046; Xiangxiang Chu (ICASSP, 2025)

PerturboLLaVA: Reducing Multimodal Hallucinations with Perturbative Visual Training. - Cong Chen; Mingyu Liu; Chenchen Jing; Yizhou Zhou; Fengyun Rao; Hao Chen 041; Bo Zhang 046; Chunhua Shen (ICLR, 2025)