CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network. - Shiming Chen 002; Wenjie Wang; Beihao Xia; Xinge You; Zehong Cao; Weiping Ding 001 (CoRR, 2020)

BGM: Building a Dynamic Guidance Map without Visual Images for Trajectory Prediction. - Beihao Xia; Conghao Wong; Heng Li 008; Shiming Chen 002; Qinmu Peng; Xinge You (CoRR, 2020)

FREE: Feature Refinement for Generalized Zero-Shot Learning. - Shiming Chen 002; Wenjie Wang; Beihao Xia; Qinmu Peng; Xinge You; Feng Zheng; Ling Shao 001 (ICCV, 2021)

MSN: Multi-Style Network for Trajectory Prediction. - Conghao Wong; Beihao Xia; Qinmu Peng; Xinge You (CoRR, 2021)

View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums. - Conghao Wong; Beihao Xia; Ziming Hong; Qinmu Peng; Xinge You (CoRR, 2021)

CDE-GAN: Cooperative Dual Evolution-Based Generative Adversarial Network. - Shiming Chen 002; Wenjie Wang; Beihao Xia; Xinge You; Qinmu Peng; Zehong Cao; Weiping Ding 001 (IEEE Trans. Evol. Comput., 2021)

View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums. - Conghao Wong; Beihao Xia; Ziming Hong; Qinmu Peng; Wei Yuan 001; Qiong Cao; Yibo Yang; Xinge You (ECCV (22), 2022)

Recent Advances in Concept Drift Adaptation Methods for Deep Learning. - Liheng Yuan; Heng Li 008; Beihao Xia; Cuiying Gao; Mingyue Liu; Wei Yuan 001; Xinge You (IJCAI, 2022)

A Comprehensive Survey on Data-Efficient GANs in Image Generation. - Ziqiang Li 001; Xintian Wu; Beihao Xia; Jing Zhang 037; Chaoyue Wang; Bin Li 025 (CoRR, 2022)

CSCNet: Contextual semantic consistency network for trajectory prediction in crowded spaces. - Beihao Xia; Conghao Wong; Qinmu Peng; Wei Yuan 001; Xinge You (Pattern Recognit., 2022)

TODE-Trans: Transparent Object Depth Estimation with Transformer. - Kang Chen; Shaochen Wang; Beihao Xia; Dongxu Li; Zhen Kan; Bin Li 025 (ICRA, 2023)

HARP: Let Object Detector Undergo Hyperplasia to Counter Adversarial Patches. - Junzhe Cai; Shuiyan Chen; Heng Li 008; Beihao Xia; Zimin Mao; Wei Yuan 001 (ACM Multimedia, 2023)

Another Vertical View: A Hierarchical Network for Heterogeneous Trajectory Prediction via Spectrums. - Conghao Wong; Beihao Xia; Qinmu Peng; Xinge You (CoRR, 2023)

A Proxy-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks. - Ziqiang Li 001; Hong Sun; Pengfei Xia; Beihao Xia; Xue Rui; Wei Zhang 251; Bin Li 025 (CoRR, 2023)

SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction. - Conghao Wong; Beihao Xia; Xinge You (CoRR, 2023)

MSN: Multi-Style Network for Trajectory Prediction. - Conghao Wong; Beihao Xia; Qinmu Peng; Wei Yuan 001; Xinge You (IEEE Trans. Intell. Transp. Syst., 2023)

Ranking Distillation for Open-Ended Video Question Answering with Insufficient Labels. - Tianming Liang; Chaolei Tan; Beihao Xia; Wei-Shi Zheng 001; Jian-Fang Hu (CVPR, 2024)

SocialCircle: Learning the Angle-based Social Interaction Representation for Pedestrian Trajectory Prediction. - Conghao Wong; Beihao Xia; Ziqian Zou; Yulong Wang; Xinge You (CVPR, 2024)

Efficient Backdoor Attacks for Deep Neural Networks in Real-world Scenarios. - Ziqiang Li 001; Hong Sun; Pengfei Xia; Heng Li 008; Beihao Xia; Yi Wu 018; Bin Li 025 (ICLR, 2024)

A Lightweight Lane-Guided Vector Transformer for Multi-Agent Trajectory Prediction in Autonomous Driving. - Yuxuan Pu; Yang Li; Beihao Xia; Xiaowei Wang; Hongmao Qin; Lei Zhu (ITSC, 2024)

Enhancing robustness of person detection: A universal defense filter against adversarial patch attacks. - Zimin Mao; Shuiyan Chen; Zhuang Miao; Heng Li 008; Beihao Xia; Junzhe Cai; Wei Yuan 001; Xinge You (Comput. Secur., 2024)

SocialCircle+: Learning the Angle-based Conditioned Interaction Representation for Pedestrian Trajectory Prediction. - Conghao Wong; Beihao Xia; Ziqian Zou; Xinge You (CoRR, 2024)

Who Walks With You Matters: Perceiving Social Interactions with Groups for Pedestrian Trajectory Prediction. - Ziqian Zou; Conghao Wong; Beihao Xia; Qinmu Peng; Xinge You (CoRR, 2024)

Resonance: Learning to Predict Social-Aware Pedestrian Trajectories as Co-Vibrations. - Conghao Wong; Ziqian Zou; Beihao Xia; Xinge You (CoRR, 2024)

A Proxy Attack-Free Strategy for Practically Improving the Poisoning Efficiency in Backdoor Attacks. - Ziqiang Li 001; Hong Sun; Pengfei Xia; Beihao Xia; Xue Rui; Wei Zhang 251; Qinglang Guo; Zhangjie Fu; Bin Li 025 (IEEE Trans. Inf. Forensics Secur., 2024)

Pedestrian Trajectory Prediction Based on Social Interactions Learning With Random Weights. - Jiajia Xie; Sheng Zhang 006; Beihao Xia; Zhu Xiao; Hongbo Jiang 001; Siwang Zhou; Zheng Qin 001; Hongyang Chen (IEEE Trans. Multim., 2024)

Exploring Spatio-Temporal Carbon Emission Across Passenger Car Trajectory Data. - Zhu Xiao; Bo Liu; Linshan Wu; Hongbo Jiang 001; Beihao Xia; Tao Li 056; Cassandra C. Wang (IEEE Trans. Intell. Transp. Syst., 2025)

Decoupling Objectives for Segmented Path Planning: A Subtask-Oriented Trajectory Planning Approach. - Guangliang Liao; Chunyun Fu; Yinghong Yu; Kexue Lai; Beihao Xia; Jingkang Xia (IEEE Trans. Intell. Transp. Syst., 2025)

UAVD-Mamba: Deformable Token Fusion Vision Mamba for Multimodal UAV Detection. - Wei Li; Jiaman Tang; Yang Li; Beihao Xia; Ligang Tan; Hongmao Qin (CoRR, 2025)

LTMSformer: A Local Trend-Aware Attention and Motion State Encoding Transformer for Multi-Agent Trajectory Prediction. - Yixin Yan; Yang Li; Yuanfan Wang; Xiaozhou Zhou; Beihao Xia; Manjiang Hu; Hongmao Qin (CoRR, 2025)