Publications

Decision Information Meets Large Language Models: The Future of Explainable Operations Research

Published in International Conference on Learning Representations , 2025

Yansen Zhang, Qingcan Kang, Wing-Yin Yu, HaileiGong, Xiaojin Fu, Xiongwei Han, Tao Zhong, Chen Ma

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Large Language Models are good multi-lingual learners : When LLMs meet cross-lingual prompts

Published in Proceedings of the 31st International Conference on Computational Linguistics, 2025

Teng Wang, Zhenqi He, Wing-Yin Yu, Xiaojin Fu, Xiongwei Han

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Self-Calibration Flow Guided Denoising Diffusion Model for Human Pose Transfer (splotlight)

Published in The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024

Ziyang Xiao and Dongxiang Zhang and Xiongwei Han and Xiaojin Fu and Wing-Yin Yu

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Self-Calibration Flow Guided Denoising Diffusion Model for Human Pose Transfer

Published in IEEE Transactions on Circuits and Systems for Video Technology, 2024

Xue, Yu, Lai-Man Po, Wing-Yin Yu, Haoxuan Wu, Xuyuan Xu, Kun Li, and Yuyang Liu

SBoRA: Low-Rank Adaptation with Regional Weight Updates

Published in International Conference on Neural Information Processing , 2024

Po, Lai-Man, Yuyang Liu, Haoxuan Wu, Tianqi Zhang, Wing-Yin Yu, Zhuohan Wang, Zeyu Jiang, and Kun Li

[PDF] [Code]

GSCL: Generative Self-Supervised Contrastive Learning for Vein-Based Biometric Verification

Published in IEEE Transactions on Biometrics, Behavior, and Identity Science, 2024

Ou, Wei-Feng, Lai-Man Po, Xiu-Feng Huang, Wing-Yin Yu, and Yu-Zhi Zhao

Bidirectionally Deformable Motion Modulation For Video-based Human Pose Transfer

Published in IEEE/CVF International Conference on Computer Vision (ICCV), 2023

Wing-Yin Yu, Lai-Man Po, Ray C.C. Cheung, Yuzhi Zhao, Yu Xue, Kun Li

[PDF] [Code]

SVCNet: Scribble-based video colorization network with temporal aggregation

Published in IEEE Transactions on Image Processing, 2023

Zhao, Yuzhi, Lai-Man Po, Kangcheng Liu, Xuehui Wang, Wing-Yin Yu, Pengfei Xian, Yujia Zhang, and Mengyang Liu

[PDF] [Code]

CSRNet: Cascaded Selective Resolution Network for real-time semantic segmentation

Published in Expert Systems with Applications (ESWA), 2023

Jingjing Xiong, Lai-Man Po, Wing-Yin Yu, Chang Zhou, Pengfei Xian, Weifeng Ou

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Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation

Published in Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022

Yujia Zhang, Lai-Man Po, Xuyuan Xu, Mengyang Liu, Yexin Wang, Weifeng Ou, Yuzhi Zhao, Wing Yin Yu

[PDF] [Code]

Pixel Voting Decoder: A novel decoder that regresses pixel relationships for segmentation

Published in Expert Systems with Applications (ESWA), 2022

Pengfei Xian, Lai-Man Po, Jingjing Xiong, Chang Zhou, Yuzhi Zhao, Wing-Yin Yu, Weifeng Ou, Yujia Zhang, Xiaori Zhang

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ChildPredictor: A Child Face Prediction Framework with Disentangled Learning

Published in IEEE Transactions on Multimedia (TMM), 2022

Yuzhi Zhao, Lai-Man Po, Xuehui Wang, Qiong Yan, Wei Shen, Yujia Zhang, Wei Liu, Chun-Kit Wong, Chiu-Sing Pang, Weifeng Ou, Wing Yin Yu, Buhua Liu

[PDF] [Code]

ShaTure: Shape and Texture Deformation for Human Pose and Attribute Transfer

Published in IEEE Transactions on Image Processing (TIP), 2022

Yu, Wing-Yin, Lai-Man Po, Jingjing Xiong, Yuzhi Zhao, and Pengfei Xian.

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Distortion Map-Guided Feature Rectification for Efficient Video Semantic Segmentation

Published in IEEE Transactions on Multimedia (TMM), 2021

Jingjing Xiong, Lai-Man Po, Wing Yin Yu, Yuzhi Zhao, Kwok-Wai Cheung

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Spatial Content Alignment GAN

Published in IEEE International Conference on Multimedia and Expo (ICME), 2021

Wing-Yin Yu, Lai-Man Po, Yuzhi Zhao, Jingjing Xiong, Kin-Wai Lau

[PDF] [Code]

FEANet: Foreground-edge-aware network with DenseASPOC for human parsing

Published in Image and Vision Computing (IVC), 2021

Wing-Yin Yu, Lai-Man Po, Yuzhi Zhao, Yujia Zhang, Kin-Wai Lau

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VCGAN: video colorization with hybrid generative adversarial network

Published in arXiv preprint, 2021

Yuzhi Zhao, Lai-Man Po, Wing-Yin Yu, Yasar Abbas Ur Rehman, Mengyang Liu, Yujia Zhang, Weifeng Ou

[PDF] [Code]

Spatial Content Alignment For Pose Transfer (Oral)

Published in IEEE International Conference on Multimedia and Expo, 2021

Wing-Yin Yu, Lai-Man Po, Yuzhi Zhao, Jingjing Xiong, Kin-Wai Lau

[PDF] [Code]

Legacy photo editing with learned noise prior

Published in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2021

Yuzhi Zhao, Lai-Man Po, Tingyu Lin, Xuehui Wang, Kangcheng Liu, Yujia Zhang, Wing-Yin Yu, Pengfei Xian, Jingjing Xiong

[PDF] [Code]

SCGAN: saliency map-guided colorization with generative adversarial network

Published in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020

Yuzhi Zhao, Lai-Man Po, Kwok-Wai Cheung, Wing-Yin Yu, Yasar Abbas Ur Rehman

[PDF] [Code]

Saliency map-aided generative adversarial network for raw to rgb mapping

Published in IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2019

Yuzhi Zhao, Lai-Man Po, Tiantian Zhang, Zongbang Liao, Xiang Shi, Yujia Zhang, Weifeng Ou, Pengfei Xian, Jingjing Xiong, Chang Zhou, Wing Yin Yu

[PDF] [Code]

Aim 2019 challenge on raw to rgb mapping: Methods and results

Published in IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), 2019

Andrey Ignatov, Radu Timofte, Sung-Jea Ko, Seung-Wook Kim, Kwang-Hyun Uhm, Seo-Won Ji, Sung-Jin Cho, Jun-Pyo Hong, Kangfu Mei, Juncheng Li, Jiajie Zhang, Haoyu Wu, Jie Li, Rui Huang, Muhammad Haris, Greg Shakhnarovich, Norimichi Ukita, Yuzhi Zhao, Lai-Man Po, Tiantian Zhang, Zongbang Liao, Xiang Shi, Yujia Zhang, Weifeng Ou, Pengfei Xian, Jingjing Xiong, Chang Zhou, Wing Yin Yu et.al.

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