Jian Yin

Sun Yat-sen University — China

Computer Science · Physical Sciences

33h-index5.5kcitations272works4.82yr avg
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Research Topics

Topic Modeling(59), Natural Language Processing Techniques(35), Advanced Image and Video Retrieval Techniques(33), Multimodal Machine Learning Applications(30), Image Retrieval and Classification Techniques(29)

Publications272 total

VPLight: A Reinforcement Learning Approach for Traffic Signal Control With Pedestrian Dynamics
IEEE Transactions on Knowledge and Data Engineering·2025
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025· 3 citedOpen Access
Research on Path Planning and Control Strategy for Autonomous Docking of Intelligent Ships
2025
On the Zero-shot Adversarial Robustness of Vision-Language Models: A Truly Zero-shot and Training-free Approach
2025
Continuous Nonsingular Terminal Sliding Mode Trajectory Tracking Control of Unmanned Aircraft Towing System Based on FTESO and FTLOS
2025
Causal-TSF: A Causal Intervention Approach to Mitigate Confounding Bias in Time Series Forecasting
IEEE Transactions on Knowledge and Data Engineering·2025· 2 cited
Adaptive Density Estimation for Personalized Recommendations Across Varied User Activity Levels
IEEE Transactions on Computational Social Systems·2025
Efficient Multimodal Selection for Retrieval in Knowledge-Based Visual Question Answering
IEEE Transactions on Circuits and Systems for Video Technology·2025· 4 cited
Eliciting Implicit Acoustic Styles from Open-domain Instructions to Facilitate Fine-grained Controllable Generation of Speech
2025Open Access
Answering Complex Geographic Questions by Adaptive Reasoning with Visual Context and External Commonsense Knowledge
2025Open Access
Individualized recommending exercises and improving DINA algorithm by CLP-parameter adjustments
Journal of Complexity in Health Sciences·2024Open Access
Detecting Emotional Incongruity of Sarcasm by Commonsense Reasoning
arXiv (Cornell University)·2024· 1 citedOpen Access
Weighted Linear Regression with Optimized Gap for Learned Index
Lecture notes in computer science·2024
Cross Initialization for Face Personalization of Text-to-Image Models
2024· 5 cited
Proving Theorems Recursively
arXiv (Cornell University)·2024Open Access
Anomaly Detection Under Contaminated Data With Contamination-Immune Bidirectional GANs
IEEE Transactions on Knowledge and Data Engineering·2024· 9 cited
A Survey on Variational Autoencoders in Recommender Systems
ACM Computing Surveys·2024· 75 citedOpen Access
Privacy-Preserving Traffic Flow Release with Consistency Constraints
2024· 1 cited
Revisiting Few-Shot Learning From a Causal Perspective
IEEE Transactions on Knowledge and Data Engineering·2024· 9 cited
Category-Level Contrastive Learning for Unsupervised Hashing in Cross-Modal Retrieval
Data Science and Engineering·2024· 6 citedOpen Access
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Frequent Co-authors

Nan Duan(11), Ming Zhou(11), Duyu Tang(9), Hanjiang Lai(7), Jiahai Wang(7), Daya Guo(6), Yan Pan(5), Wanjun Zhong(5), Haoye Dong(4), Xiaodan Liang(4), Danqing Huang(4), Chin-Yew Lin(4), Zhangyin Feng(3), Daxin Jiang(3), Xiaohui Shen(3), Shuo Ren(2), Shuai Lu(2), Shujie Liu(2), Long Zhou(2), A. Svyatkovskiy(2)