TGRM: Token-Granular Routing via Interleaved Pre-training for Multimodal Cross-Domain Sequential Recommendation/font>
Jing Ma, Tianlu Zhang*, Shijie Yang, Yanlong Zang, Weijie Ding, Pinghua Gong, Jungong Han
IEEE Transactions on Multimedia (IEEE-TMM), 2025.
[paper] [bibtex]

Beyond [SEG] Tokens: Training-Free Video Reasoning Segmentation via Counterfactual Inference and Contrastive Concept
Tianlu Zhang, Guiguang Ding, and Jungong Han*
The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), 2026.
[paper] [bibtex]

Text-Guided Visual Representation Learning for Robust Multimodal E-Commerce Recommendation
Yufei Guo, Jing Ma, Dongyixuan, Tianlu Zhang*, Shijie Yang, Yanlong Zang, Weijie Ding, Pinghua Gong, Jungong Han*
32nd SIGKDD Conference on Knowledge Discovery and Data Mining (KDD, Oral), 2026.
[paper] [bibtex]

Tracking and Segmenting Anything in Any Modality
Tianlu Zhang, Qiang Zhang, Guiguang Ding, and Jungong Han*
AAAI Conference on Artificial Intelligence (AAAI), 2026.
[paper] [bibtex]

Cross-Modality Distillation for Multi-modal Tracking
Tianlu Zhang, Qiang Zhang*, Kurt Debattista, and Jungong Han*
IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE-TPAMI), 2025.
[paper] [bibtex]

Revisiting Motion Information for RGB-Event Tracking with MOT Philosophy
Tianlu Zhang, Kurt Debattista, Qiang Zhang, Guiguang Ding, Jungong Han*
The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS), 2024.
[paper] [bibtex]

Exploring Multi-modal Spatial-Temporal Contexts for High-performance RGB-T Tracking
Tianlu Zhang, Qiang Jiao, Qiang Zhang*, Jungong Han*
IEEE Transactions on Image Processing (IEEE-TIP), 2024.
[paper] [bibtex]

Exploring Target-related Information with Reliable Global Pixel Relationships for Robust RGB-T Tracking
Tianlu Zhang, Xiaoyi He, Yongjiang Luo, Qiang Zhang*, Jungong Han*
Pattern Recognition (PR), 2024.
[paper] [bibtex] [code]

AMNet: Learning to Align Multi-modality for RGB-T Tracking
Tianlu Zhang, Xiaoyi He, Qiang Jiao, Qiang Zhang*, and Jungong Han
IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 2024.
[paper] [bibtex]

Enhancing visual tracking with a unified temporal Transformer framework
Tianlu Zhang, Ziniu Jin, Kurt Debattista, Qiang Zhang*, Jungong Han*
IEEE Transactions on Intelligent Vehicles (IEEE-TIV), 2024.
[paper] [bibtex]

Efficient RGB-T Tracking via Cross-Modality Distillation
Tianlu Zhang, Hongyuan Guo, Qiang Jiao, Qiang Zhang*, and Jungong Han
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR, Highlight), 2023.
[paper] [bibtex] [video]

SiamCDA: Complementarity- and distractor-aware RGB-T tracking based on Siamese network
Tianlu Zhang, Xueru Liu, Qiang Zhang*, and Jungong Han*
IEEE Transactions on Circuits and Systems for Video Technology (IEEE-TCSVT), 2022.
[paper] [bibtex] [dataset]