Tianshan Liu

52 papers A* 2A 1B 4C 1Misc 1Journal 43
YearRankTypeTitle / Venue / Authors
2026 J jnl
Goal-Guided Prompting With Adaptive Modality Selection for Efficient Assembly Activity Anticipation in Egocentric Videos.
IEEE Trans. Pattern Anal. Mach. Intell.
Tianshan Liu, Bing-Kun Bao
2025 J jnl
A Memory-Assisted Knowledge Transferring Framework with Curriculum Anticipation for Weakly Supervised Online Activity Detection.
Int. J. Comput. Vis.
Tianshan Liu, Kin-Man Lam, Bing-Kun Bao
2025 J jnl
MAD-DGTD: Multivariate time series Anomaly Detection based on Dynamic Graph structure learning with Time Delay.
Neurocomputing
Kang Wang, Jun Kong, Meicheng Zhang, Min Jiang, Tianshan Liu
2024 J jnl
Category-Aware Saliency Enhance Learning Based on CLIP for Weakly Supervised Salient Object Detection.
Neural Process. Lett.
Yunde Zhang, Zhili Zhang, Tianshan Liu, Jun Kong
2024 J jnl
Deep progressive feature aggregation network for multi-frame high dynamic range imaging.
Neurocomputing
Jun Xiao, Qian Ye, Tianshan Liu, Cong Zhang, Kin-Man Lam
2024 J jnl
Distilling Privileged Knowledge for Anomalous Event Detection From Weakly Labeled Videos.
IEEE Trans. Neural Networks Learn. Syst.
Tianshan Liu, Kin-Man Lam, Jun Kong
2024 B conf
Hierarchical Vertex-Wise Intensification Graph Convolution for Skeleton-Based Activity Recognition.
ICIP
Yun Li, Hao Xie, Jun Xiao, Cong Zhang, Tianshan Liu, Kin-Man Lam
2024 J jnl
Holistic-Guided Disentangled Learning With Cross-Video Semantics Mining for Concurrent First-Person and Third-Person Activity Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Tianshan Liu, Rui Zhao, Wenqi Jia, Kin-Man Lam, Jun Kong
2024 J jnl
Injecting Text Clues for Improving Anomalous Event Detection From Weakly Labeled Videos.
IEEE Trans. Image Process.
Tianshan Liu, Kin-Man Lam, Bing-Kun Bao
2024 A* conf
Label Text-aided Hierarchical Semantics Mining for Panoramic Activity Recognition.
ACM Multimedia
Tianshan Liu, Kin-Man Lam, Bing-Kun Bao
2024 J jnl
Part-pixel transformer with smooth alignment fusion for domain adaptation person re-identification.
Signal Image Video Process.
Jun Kong, Hua Zhou, Min Jiang, Tianshan Liu
2024 J jnl
Patch-based tendency camera multi-constraint learning for unsupervised person re-identification.
J. Vis. Commun. Image Represent.
Xuefeng Tao, Jun Kong, Min Jiang, Xi Luo, Tianshan Liu
2024 J jnl
Structured Adversarial Self-Supervised Learning for Robust Object Detection in Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Cong Zhang, Kin-Man Lam, Tianshan Liu, Yui-Lam Chan, Qi Wang
2024 J jnl
Toward effective local dimming-driven liquid crystal displays: a deep curve estimation-based adaptive compensation solution.
J. Electronic Imaging
Tianshan Liu, Kin-Man Lam
2023 J jnl
Boosting Object Detectors via Strong-Classification Weak-Localization Pretraining in Remote Sensing Imagery.
IEEE Trans. Instrum. Meas.
Cong Zhang, Tianshan Liu, Jun Xiao, Kin-Man Lam, Qi Wang
2023 J jnl
CALTracker: Cross-Task Association Learning for Multiple Object Tracking.
IEEE Signal Process. Lett.
Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu
2023 J jnl
Decouple and Resolve: Transformer-Based Models for Online Anomaly Detection From Weakly Labeled Videos.
IEEE Trans. Inf. Forensics Secur.
Tianshan Liu, Cong Zhang, Kin-Man Lam, Jun Kong
2023 J jnl
Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks.
IEEE Trans. Affect. Comput.
Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam
2023 J jnl
Heterogeneous dual network with feature consistency for domain adaptation person re-identification.
Int. J. Mach. Learn. Cybern.
Hua Zhou, Jun Kong, Min Jiang, Tianshan Liu
2023 J jnl
Motion information supplement for joint detection and embedding tracking.
J. Electronic Imaging
Ensen Mo, Jun Kong, Min Jiang, Tianshan Liu
2023 J jnl
Multi-stream ternary enhanced graph convolutional network for skeleton-based action recognition.
Neural Comput. Appl.
Jun Kong, Shengquan Wang, Min Jiang, Tianshan Liu
2023 B conf
Pyramid Masked Image Modeling for Transformer-Based Aerial Object Detection.
ICIP
Cong Zhang, Tianshan Liu, Yakun Ju, Kin-Man Lam
2023 J jnl
Spatial-Temporal Graphs Plus Transformers for Geometry-Guided Facial Expression Recognition.
IEEE Trans. Affect. Comput.
Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam
2023 J jnl
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification.
IEEE Trans. Multim.
Jun Kong, Xuefeng Tao, Min Jiang, Tianshan Liu
2022 A* conf
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-shot Representation Forecasting.
CVPR
Tianshan Liu, Kin-Man Lam
2022 C conf
Angle Tokenization Guided Multi-Scale Vision Transformer for Oriented Object Detection in Remote Sensing Imagery.
IGARSS
Cong Zhang, Tianshan Liu, Kin-Man Lam
2022 J jnl
Deep Cross-Modal Representation Learning and Distillation for Illumination-Invariant Pedestrian Detection.
IEEE Trans. Circuits Syst. Video Technol.
Tianshan Liu, Kin-Man Lam, Rui Zhao, Guoping Qiu
2022 J jnl
Dynamic trajectory quantification strategy for multiple object tracking with feature rearrangement.
J. Electronic Imaging
Yuanshu Zhang, Qing Tian, Tianshan Liu, Jun Kong
2022 J jnl
Enhanced Attention Tracking With Multi-Branch Network for Egocentric Activity Recognition.
IEEE Trans. Circuits Syst. Video Technol.
Tianshan Liu, Kin-Man Lam, Rui Zhao, Jun Kong
2022 J jnl
MOTFR: Multiple Object Tracking Based on Feature Recoding.
IEEE Trans. Circuits Syst. Video Technol.
Jun Kong, Ensen Mo, Min Jiang, Tianshan Liu
2022 J jnl
Multi-scale Sampling and Aggregation Network For High Dynamic Range Imaging.
CoRR
Jun Xiao, Qian Ye, Tianshan Liu, Cong Zhang, Kin-Man Lam
2022 J jnl
SPRTracker: Learning Spatial-Temporal Pixel Aggregations for Multiple Object Tracking.
IEEE Signal Process. Lett.
Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu
2022 J jnl
Unsupervised Domain Adaptation by Multi-Loss Gap Minimization Learning for Person Re-Identification.
IEEE Trans. Circuits Syst. Video Technol.
Xuefeng Tao, Jun Kong, Min Jiang, Tianshan Liu
2022 J jnl
Visual-semantic graph neural network with pose-position attentive learning for group activity recognition.
Neurocomputing
Tianshan Liu, Rui Zhao, Kin-Man Lam, Jun Kong
2021 J jnl
Balanced distortion and perception in single-image super-resolution based on optimal transport in wavelet domain.
Neurocomputing
Jun Xiao, Tianshan Liu, Rui Zhao, Kin-Man Lam
2021 J jnl
Diverse Features Fusion Network for video-based action recognition.
J. Vis. Commun. Image Represent.
Haoyang Deng, Jun Kong, Min Jiang, Tianshan Liu
2021 J jnl
Dynamic Center Aggregation Loss With Mixed Modality for Visible-Infrared Person Re-Identification.
IEEE Signal Process. Lett.
Jun Kong, Qibin He, Min Jiang, Tianshan Liu
2021 J jnl
Incorporating multi-level CNN and attention mechanism for Chinese clinical named entity recognition.
J. Biomed. Informatics
Jun Kong, Leixin Zhang, Min Jiang, Tianshan Liu
2021 J jnl
Invertible Image Decolorization.
IEEE Trans. Image Process.
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam
2021 J jnl
Multi-stream mixed graph convolutional networks for skeleton-based action recognition.
J. Electronic Imaging
Boyuan Zhuang, Jun Kong, Min Jiang, Tianshan Liu
2021 A conf
Multimodal-Semantic Context-Aware Graph Neural Network for Group Activity Recognition.
ICME
Tianshan Liu, Rui Zhao, Kin-Man Lam
2021 J jnl
Spatiotemporal attention enhanced features fusion network for action recognition.
Int. J. Mach. Learn. Cybern.
Danfeng Zhuang, Min Jiang, Jun Kong, Tianshan Liu
2021 Misc conf
Structure-Enhanced Attentive Learning For Spine Segmentation From Ultrasound Volume Projection Images.
ICASSP
Rui Zhao, Zixun Huang, Tianshan Liu, Frank H. F. Leung, Sai Ho Ling, De Yang, Timothy Tin-Yan Lee, Daniel Pak-Kong Lun, Yong-Ping Zheng, Kin-Man Lam
2020 B conf
Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing.
ICPR
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam
2020 J jnl
Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing.
CoRR
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam
2020 B conf
Flow-guided Spatial Attention Tracking for Egocentric Activity Recognition.
ICPR
Tianshan Liu, Kin-Man Lam
2020 J jnl
Multiple depth-levels features fusion enhanced network for action recognition.
J. Vis. Commun. Image Represent.
Shengquan Wang, Jun Kong, Min Jiang, Tianshan Liu
2020 J jnl
Progressive Motion Representation Distillation With Two-Branch Networks for Egocentric Activity Recognition.
IEEE Signal Process. Lett.
Tianshan Liu, Rui Zhao, Jun Xiao, Kin-Man Lam
2019 J jnl
Adaptive Weight Collaborative Complementary Learning for Robust Visual Tracking.
KSII Trans. Internet Inf. Syst.
Benxuan Wang, Jun Kong, Min Jiang, Jianyu Shen, Tianshan Liu, Xiaofeng Gu
2019 J jnl
Collaborative model with adaptive selection scheme for visual tracking.
Int. J. Mach. Learn. Cybern.
Tianshan Liu, Jun Kong, Min Jiang, Chenhua Liu, Xiaofeng Gu, Xiaofeng Wang
2019 J jnl
Collaborative multimodal feature learning for RGB-D action recognition.
J. Vis. Commun. Image Represent.
Jun Kong, Tianshan Liu, Min Jiang
2019 J jnl
RGB-D action recognition based on discriminative common structure learning model.
J. Electronic Imaging
Tianshan Liu, Jun Kong, Min Jiang, Hongtao Huo