Box Guided Convolution for Pedestrian Detection. - Jinpeng Li 004; Shengcai Liao; Hangzhi Jiang; Ling Shao 001 (ACM Multimedia, 2020)

Pedestrian Detection: The Elephant In The Room. - Irtiza Hasan; Shengcai Liao; Jinpeng Li 004; Saad Ullah Akram; Ling Shao 001 (CoRR, 2020)

Generalizable Pedestrian Detection: The Elephant in the Room. - Irtiza Hasan; Shengcai Liao; Jinpeng Li 004; Saad Ullah Akram; Ling Shao 001 (CVPR, 2021)

Anchor-Free Person Search. - Yichao Yan; Jinpeng Li 004; Jie Qin; Song Bai 001; Shengcai Liao; Li Liu 004; Fan Zhu 001; Ling Shao 001 (CVPR, 2021)

When Liebig's Barrel Meets Facial Landmark Detection: A Practical Model. - Haibo Jin; Jinpeng Li 004; Shengcai Liao; Ling Shao 001 (CoRR, 2021)

Exploring Visual Context for Weakly Supervised Person Search. - Yichao Yan; Jinpeng Li 004; Shengcai Liao; Jie Qin; Bingbing Ni; Xiaokang Yang 001; Ling Shao 001 (CoRR, 2021)

Local-to-Global Self-Attention in Vision Transformers. - Jinpeng Li 004; Yichao Yan; Shengcai Liao; Xiaokang Yang 001; Ling Shao 001 (CoRR, 2021)

Polyp-PVT: Polyp Segmentation with Pyramid Vision Transformers. - Bo Dong 001; Wenhai Wang; Deng-Ping Fan; Jinpeng Li 004; Huazhu Fu; Ling Shao 001 (CoRR, 2021)

Efficient Person Search: An Anchor-Free Approach. - Yichao Yan; Jinpeng Li 004; Jie Qin; Shengcai Liao; Xiaokang Yang 001 (CoRR, 2021)

Exploring Visual Context for Weakly Supervised Person Search. - Yichao Yan; Jinpeng Li 004; Shengcai Liao; Jie Qin; Bingbing Ni; Ke Lu 002; Xiaokang Yang 001 (AAAI, 2022)

RePFormer: Refinement Pyramid Transformer for Robust Facial Landmark Detection. - Jinpeng Li 004; Haibo Jin; Shengcai Liao; Ling Shao 001; Pheng-Ann Heng (IJCAI, 2022)

Flat-Aware Cross-Stage Distilled Framework for Imbalanced Medical Image Classification. - Jinpeng Li 004; Guangyong Chen; Hangyu Mao; Danruo Deng; Dong Li 016; Jianye Hao; Qi Dou 001; Pheng-Ann Heng (MICCAI (3), 2022)

Pedestrian Detection: Domain Generalization, CNNs, Transformers and Beyond. - Irtiza Hasan; Shengcai Liao; Jinpeng Li 004; Saad Ullah Akram; Ling Shao 001 (CoRR, 2022)

Urban scene based Semantical Modulation for Pedestrian Detection. - Hangzhi Jiang; Shengcai Liao; Jinpeng Li 004; Véronique Prinet; Shiming Xiang (Neurocomputing, 2022)

Fast Non-Markovian Diffusion Model for Weakly Supervised Anomaly Detection in Brain MR Images. - Jinpeng Li 004; Hanqun Cao; Jiaze Wang; Furui Liu; Qi Dou 001; Guangyong Chen; Pheng-Ann Heng (MICCAI (5), 2023)

Learning Robust Classifier for Imbalanced Medical Image Dataset with Noisy Labels by Minimizing Invariant Risk. - Jinpeng Li 004; Hanqun Cao; Jiaze Wang; Furui Liu; Qi Dou 001; Guangyong Chen; Pheng-Ann Heng (MICCAI (6), 2023)

3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation. - Shizhan Gong; Yuan Zhong 003; Wenao Ma; Jinpeng Li 004; Zhao Wang 006; Jingyang Zhang; Pheng-Ann Heng; Qi Dou 001 (CoRR, 2023)

Efficient Person Search: An Anchor-Free Approach. - Yichao Yan; Jinpeng Li 004; Jie Qin; Peng Zheng 004; Shengcai Liao; Xiaokang Yang 001 (Int. J. Comput. Vis., 2023)

PointPatchMix: Point Cloud Mixing with Patch Scoring. - Yi Wang; Jiaze Wang; Jinpeng Li 004; Zixu Zhao; Guangyong Chen; Anfeng Liu; Pheng-Ann Heng (AAAI, 2024)

SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning. - Hao Chen 011; Jiaze Wang; Ziyu Guo; Jinpeng Li 004; Donghao Zhou; Bian Wu; Chenyong Guan; Guangyong Chen; Pheng-Ann Heng (BMVC, 2024)

Distribution-Aware Calibration for Object Detection with Noisy Bounding Boxes. - Donghao Zhou; Jialin Li; Jinpeng Li 004; Jiancheng Huang; Qiang Nie; Yong Liu 032; Bin-Bin Gao; Qiong Wang 001; Pheng-Ann Heng; Guangyong Chen (BMVC, 2024)

SFANet: Spatial-Frequency Attention Network for Weather Forecasting. - Jiaze Wang; Hao Chen 011; Hongcan Xu; Jinpeng Li 004; Bowen Wang; Kun Shao; Furui Liu; Huaxi Chen; Guangyong Chen; Pheng-Ann Heng (CoRR, 2024)

3DSAM-adapter: Holistic adaptation of SAM from 2D to 3D for promptable tumor segmentation. - Shizhan Gong; Yuan Zhong 003; Wenao Ma; Jinpeng Li 004; Zhao Wang 006; Jingyang Zhang; Pheng-Ann Heng; Qi Dou 001 (Medical Image Anal., 2024)

Gated-GPS: enhancing protein-protein interaction site prediction with scalable learning and imbalance-aware optimization. - Xin Gao; Hanqun Cao; Jinpeng Li 004; Jiezhong Qiu; Guangyong Chen; Pheng-Ann Heng (Briefings Bioinform., 2025)

MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models. - Qiao Yan; Yuchen Yuan; Xiaowei Hu 001; Yihan Wang; Jiaqi Xu; Jinpeng Li 004; Chi-Wing Fu; Pheng-Ann Heng (CoRR, 2025)

Pangu Ultra: Pushing the Limits of Dense Large Language Models on Ascend NPUs. - Yichun Yin; Wenyong Huang; Kaikai Song; Yehui Tang; Xueyu Wu; Wei Guo 006; Peng Guo; Yaoyuan Wang; Xiaojun Meng; Yasheng Wang; Dong Li 016; Can Chen; et al. (CoRR, 2025)

Multi-Scale Spatio-Temporal Transformer-Based Imbalanced Longitudinal Learning for Glaucoma Forecasting From Irregular Time Series Images. - Xikai Yang; Jian Wu; Xi Wang 013; Yuchen Yuan; Jinpeng Li 004; Guangyong Chen; Ning Li Wang; Pheng-Ann Heng (IEEE J. Biomed. Health Informatics, 2025)

Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs. - Yehui Tang; Yichun Yin; Yaoyuan Wang; Hang Zhou; Yu Pan; Wei Guo 006; Zhiguo Zhang; Miao Rang; Fangcheng Liu; Naifu Zhang; Binghan Li; Yonghan Dong; et al. (CoRR, 2025)

Medical Large Vision Language Models with Multi-Image Visual Ability. - Xikai Yang; Juzheng Miao; Yuchen Yuan; Jiaze Wang; Qi Dou 001; Jinpeng Li 004; Pheng-Ann Heng (CoRR, 2025)

Pangu Light: Weight Re-Initialization for Pruning and Accelerating LLMs. - Hanting Chen; Jiarui Qin; Jialong Guo; Tao Yuan; Yichun Yin; Huiling Zhen; Yasheng Wang; Jinpeng Li 004; Xiaojun Meng; Meng Zhang; Rongju Ruan; Zheyuan Bai; et al. (CoRR, 2025)

Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity. - Yehui Tang; Xiaosong Li; Fangcheng Liu; Wei Guo 006; Hang Zhou; Yaoyuan Wang; Kai Han 002; Xianzhi Yu; Jinpeng Li 004; Hui Zang; Fei Mi; Xiaojun Meng; et al. (CoRR, 2025)

Pangu Embedded: An Efficient Dual-system LLM Reasoner with Metacognition. - Hanting Chen; Yasheng Wang; Kai Han 002; Dong Li 016; Lin Li; Zhenni Bi; Jinpeng Li 004; Haoyu Wang 003; Fei Mi; Mingjian Zhu; Bin Wang 027; Kaikai Song; et al. (CoRR, 2025)