Cognitive Computing Lab

AwareDistillation for Robust Vision-Language Tracking under Linguistic Sparsity

Wed, 01 Jan 2025 00:00:00 +0000

RWKV-Inspired Multi-model Relation Modeling for Vision-Language Tracking

Wed, 01 Jan 2025 00:00:00 +0000

SSGraphDTI: A Drug-Target Interaction Prediction Method Integrated Structural and Dynamic Systemic Biology Attributes

Wed, 01 Jan 2025 00:00:00 +0000

Video-Level Multimodal Relation Extraction with Event-Entity Semantic Consistency

Wed, 01 Jan 2025 00:00:00 +0000

Team

Sun, 04 Feb 2024 00:00:00 +0000

2D-3D Feature Co-Embedding Network with Sparse Annotation for 3D Medical Image Segmentation

Mon, 01 Jan 2024 00:00:00 +0000

MATCC: Robust Stock Price Prediction Incorporating Market Trends and Cross-time Correlations

Mon, 01 Jan 2024 00:00:00 +0000

Contact

Mon, 24 Oct 2022 00:00:00 +0000

People

Mon, 24 Oct 2022 00:00:00 +0000

Tour

Mon, 24 Oct 2022 00:00:00 +0000

Jian Yang and Monica Hall Win the Best Paper Award at Wowchemy 2020

Wed, 02 Dec 2020 00:00:00 +0000

Congratulations to Jian Yang and Monica Hall for winning the Best Paper Award at the 2020 Conference on Wowchemy for their paper “Learning Wowchemy”.

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Mauris dapibus sem vel magna convallis laoreet. Donec in venenatis urna, vitae sodales odio. Praesent tortor diam, varius non luctus nec, bibendum vel est. Quisque id sem enim. Maecenas at est leo. Vestibulum tristique pellentesque ex, blandit placerat nunc eleifend sit amet. Fusce eget lectus bibendum, accumsan mi quis, luctus sem. Etiam vitae nulla scelerisque, eleifend odio in, euismod quam. Etiam porta ullamcorper massa, vitae gravida turpis euismod quis. Mauris sodales sem ac ultrices viverra. In placerat ultrices sapien. Suspendisse eu arcu hendrerit, luctus tortor cursus, maximus dolor. Proin et velit et quam gravida dapibus. Donec blandit justo ut consequat tristique.

Richard Hendricks Wins First Place in the Wowchemy Prize

Tue, 01 Dec 2020 00:00:00 +0000

Congratulations to Richard Hendricks for winning first place in the Wowchemy Prize.

An example preprint / working paper

Sun, 07 Apr 2019 00:00:00 +0000

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An example journal article

Tue, 01 Sep 2015 00:00:00 +0000

Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software.

Create your slides in Markdown - click the Slides button to check out the example.

Add the publication’s full text or supplementary notes here. You can use rich formatting such as including code, math, and images.

An example conference paper

Mon, 01 Jul 2013 00:00:00 +0000

Click the Cite button above to demo the feature to enable visitors to import publication metadata into their reference management software.

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Add the publication’s full text or supplementary notes here. You can use rich formatting such as including code, math, and images.

Mon, 01 Jan 0001 00:00:00 +0000

Publications (Recent 3 Years)

Mon, 01 Jan 0001 00:00:00 +0000

Accurate Camouflaged Object Segmentation via Dual-Structural Cues Collaborative Learning
Peng Ren, Cheng Jiang, Tian Bai*
accepted to IEEE Transactions on Multimedia, 2026.(CCF A,中科院1区)
Text-to-TrajVis: Enabling Trajectory Data Visualizations from Natural Language Questions
Tian Bai, Huiyan Ying, Kailong Suo, Junqiu Wei, Tao Fan, Yuanfeng Song*
The 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026), San Diego, California, 2026.(CCF A)
Selective distillation of language tokens for redundancy suppression in vision-language tracking
Tian Bai, Shirui Yang, Yang Wang, Guangtong Zhang*
Expert Systems with Applications, 2026, 321: 132255.(中科院1区)
TDP-DETR: Temporal dynamics perception framework for video moment retrieval and highlight detection
Huilin An, Zefan Zhang, Shijie Jiang, Kehua Zhu, Tian Bai*
Neural Networks, 2026, 202: 109063.(CCF B)
CogECI: Context Grounded Document-level Event Causality Identification via Large Language Models
Zefan Zhang, Xumeng Zhang, Shijie Jiang, Tian Bai*
Knowledge-Based Systems, 2026, 343: 115975.(中科院1区)
Training-Free Open-Vocabulary Camouflaged Object Segmentation via Fine-Grained Object Binding and Adaptive Hybrid Prompt
Peng Ren, Cheng Jiang, Chuande Yang, Fuming Sun, Tian Bai*
The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (CVPR), Denver, USA, 2026.(CCF A)
Consensus and Complementary Feature Guided Multi-modal Knowledge Distillation Network for Breast Cancer Diagnosis
Shuyu Guo, Lan Huang, Ke Tao, Ruihong Zhao, Tian Bai*
IEEE Journal of Biomedical and Health Informatics, 2026, p1 - 14.(中科院1区)
MML-DTI: Multimanifold Learning with Hyperbolic Graph Neural Networks for Enhanced Drug–Target Interaction Prediction
Haotian Guan, Tian Bai, Chuande Yang, Tao Zhang, Han Wang, Guishen Wang*
ournal of Chemical Information and Modeling, 2026, 66(6): 3302-3319.(中科院2区)
Aware Distillation for Robust Vision-Language Tracking under Linguistic Sparsity
Guangtong Zhang, Bineng Zhong, Shirui Yang, Yang Wang, Tian Bai*
AAAI 2026: AAAI Conference on Artificial Intelligence Philadelphia (AAAI), Singapore, 2026.(CCF A)
Depth-assisted Camouflaged Object Segmentation via Frequency-domain Fusion and High-order Interaction
Peng Ren, Cheng Jiang, Fuming Sun, Tian Bai*
IEEE Transactions on Multimedia, 2026, p1 - 11.(CCF A,中科院1区)
RWKV-Inspired Multi-modal Relation Modeling for Vision-Language Tracking
Guangtong Zhang, Yang Wang, Bineng Zhong, Yuhao Mu, Tian Bai*
IEEE Transactions on Multimedia, 2026, p1 - 11.(CCF A,中科院1区)
DAMON: Difference-Aware Medical Visual Question Answering via Multimodal Large Language Model
Zefan Zhang, Yanhui Li, Ruihong Zhao, Tian Bai*
IEEE Journal of Biomedical and Health Informatics, 2026, p1 - 10.(中科院1区)
Dual-level Dynamic Heterogeneous Graph Network for Video Question Answering
Zefan Zhang, Yanhui Li, Weiqi Zhang, Tian Bai*
Neural Networks, 2026, 194: 108094.(CCF B)
HyperDTI-Lite: Hyperbolic Geometry for Enhanced Drug-Target Interaction Prediction via Heterogeneous Feature Fusion
Haotian Guan, Tian Bai, Tao Zhang, Chuande Yang, Jingtong Zhao, Han Wang*
BIBM 2025, Wuhan, China, 2025.(CCF B)
Seeing the Unseen: A Semantic Alignment and Context-Aware Prompt Framework for Open-Vocabulary Camouflaged Object Segmentation
Peng Ren, Tian Bai*, Jing Sun, Fuming Sun
International Conference on Computer Vision (ICCV), Honolulu, HI, USA, 2025.(CCF A)
Video-Level Multimodal Relation Extraction with Event-Entity Semantic Consistency
Zefan Zhang, Weiqi Zhang, Kailong Suo, Yanhui Li, Tian Bai*
Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), Dublin, Ireland, 2025.(CCF A)
Prompt-guided Orthogonal Multimodal Fusion for Cancer Survival Prediction
Lan Huang, Shuyu Guo, Tian Bai*, Ruihong Zhao, Ke Tao*
Information Sciences, 2025, 715: 122242.(中科院1区,CCF B)
SSGraphDTI: A Drug-Target Interaction Prediction Method Integrated Structural and Dynamic Systemic Biology Attributes
Haotian Guan, Tian Bai*, Jingtong Zhao, Wenhao Li, Han Wang
IEEE Journal of Biomedical and Health Informatics, 2025, p1-13.(中科院1区)
Unsupervised Adversarial Domain Adaptation with Hierarchical Semantic Consistency for Cross-Modal Nuclei Detection
Shuyu Guo, Lan Huang, Yuhao Mu, Bai Tian*
Journal of Computer Science and Technology, 2025, 3(40): 780-791.(CCF B)
Prompting Visual Dialog with Implicit Logical Knowledge
Zefan Zhang, Yanhui Li, Weiqi Zhang, Bai Tian*
Knowledge and Information Systems, 2025, 6(67): 4949-4966.(CCF B)
QGRIME: A RIME Optimizer with Quantum Rotation Gate and Gaussian Mutation for Feature Selection
Tian Bai, Kaile Bu, Chentao Gao, Huiling Chen*
Journal of Computational Design and Engineering, 2025, 2(12): 235–257.(中科院2区)
Bio-inspired Two-stage Network for Efficient RGB-D Salient Object Detection
Peng Ren, Tian Bai*, Fuming Sun
Neural Networks, 2025, 185: 107244.(CCF B)
ESNet: An Efficient Skeleton-guided Network for Camouflaged Object Detection
Peng Ren, Tian Bai*, Fuming Sun
Knowledge-Based Systems, 2025, 311: 113056.(中科院1区)
Prototype-Guided Multimodal Relation Extraction based on Entity Attributes
Zefan Zhang, Weiqi Zhang, Yanhui Li, Bai Tian*
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Pennsylvania, USA, 2025.(CCF A)
MP: Endowing Large Language Models with Lateral Thinking
Bai Tian, Yongwang Cao, Yan Ge, Haitao Yu*
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), Pennsylvania, USA, 2025.(CCF A)
2D-3D Feature Co-Embedding Network with Sparse Annotation for 3D Medical Image Segmentation
Mingzhu Zhu, Shuyu Guo, Ziwei Wang, Jianhang Jiao, Tian Bai*
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Lisbon, Portugal, 2024.(CCF B)
Robust Federated Semi-Supervised Learning for Medical Image Classification via Pseudo-Label Filtering
Ziwei Wang, Shuyu Guo, Mingzhu Zhu, Tian Bai*
BIBM2024, Lisbon, Portugal, 2024.(CCF B)
Caption-Aware Multimodal Relation Extraction with Mutual Information Maximization
Zefan Zhang, Weiqi Zhang, Yanhui Li, Tian Bai*
Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM), Melbourne Australia, 2024.(CCF A)
MATCC: A Novel Approach for Robust Stock Price Prediction Incorporating Market Trends and Cross-time Correlations
Zhiyuan Cao, Jiayu Xu, Chengqi Dong, Peiwen Yu, Tian Bai*
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management (CIKM), Boise ID USA, 2024.(CCF B)
Integrating grid features and geometric coordinates for enhanced image captioning
Fengzhi Zhao, Zhezhou Yu, He Zhao, Tao Wang, Tian Bai*
Applied Intelligence, 54: 231–245.(中科院2区)
Nucleus Detection Based on Adversarial Domain Adaptation with Cross-Domain Consistency
Shuyu Guo, Lan Huang, Lang Li, Tian Bai*
2023 IEEE International Conference on Medical Artificial Intelligence (MedAI), Beijing, China, 2023.
A Novel Drug-Drug Interaction Prediction Model Based on Line Subgraph Generation Strategy
Tian Bai, Chu Li, Xinyue Peng, Haotian Guan, Zefan Zhang, Guishen Wang*
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, Turkey, 2023.(CCF B)
A Morphology Focused Cell Detection Model for Histopathology Images
Zhe Wang, Fangyue Wei, Shuyu Guo, Xiaoting Che, Tian Bai*
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), Istanbul, Turkey, 2023.(CCF B)
Cross-domain endoscopic image translation and landmark detection based on consistency regularization cycle generative adversarial network
Lan Huang, Yuzhao Wang, Yingfang Zhang, Shuyu Guo, Ke Tao, Tian Bai*
Expert Systems with Applications, 2023, 227: 120269.(中科院1区)
Context-aware learning for cancer cell nucleus recognition in pathology images
Tian Bai, Jiayu Xu, Zhenting Zhang, Shuyu Guo, Xiao Luo
Bioinformatics, 38(10): 2892–2898, 2022.(CCF A)
面向虚拟教研室建设的课程知识图谱构建和应用
白天, 周航, 杨诗睿, 闫国栋, 张睿
计算机教育, 2023(02):161-165.