Dacheng Tao

Wuhan University — China

Computer Science · Physical Sciences

20h-index3.8kcitations46works1.02yr avg
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Research Topics

Face and Expression Recognition(10), Advanced Image and Video Retrieval Techniques(9), Video Surveillance and Tracking Methods(4), Sparse and Compressive Sensing Techniques(4), Image Retrieval and Classification Techniques(4)

Publications46 total

Generalized and group spherical linear interpolation for token-level context compression
Neural Networks·2026
Phase transitions in large language model compression
npj Artificial Intelligence·2026Open Access
Proto-Former: Unified Facial Landmark Detection by Prototype Transformer
IEEE Transactions on Multimedia·2026
GeoZero: Incentivizing Reasoning from Scratch on Geospatial Scenes
arXiv (Cornell University)·2025Open Access
Improving Large Language Models with Concept-Aware Fine-Tuning
2025Open Access
Never Compromise to Vulnerabilities: A Comprehensive Survey on AI Governance
arXiv (Cornell University)·2025Open Access
Coward: Collision-based Watermark for Proactive Federated Backdoor Detection
arXiv (Cornell University)·2025Open Access
Systematic Investigation of Sparse Perturbed Sharpness-Aware Minimization Optimizer
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Neuron: Learning Context-Aware Evolving Representations for Zero-Shot Skeleton Action Recognition
2025· 2 cited
Intra-Trajectory Consistency for Reward Modeling
arXiv (Cornell University)·2025Open Access
Improving Large Language Models with Concept-Aware Fine-Tuning
ArXiv.org·2025· 1 citedOpen Access
Pangu Pro MoE: Mixture of Grouped Experts for Efficient Sparsity
arXiv (Cornell University)·2025Open Access
The Other Side of the Coin: Exploring Fairness in Retrieval-Augmented Generation
arXiv (Cornell University)·2025Open Access
Towards Understanding the Safety Boundaries of DeepSeek Models: Evaluation and Findings
arXiv (Cornell University)·2025Open Access
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models
2025Open Access
Foundations of Deep Learning
Machine learning·2025· 2 citedOpen Access
Continual Learning From a Stream of APIs
IEEE Transactions on Pattern Analysis and Machine Intelligence·2024· 2 cited
Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities
arXiv (Cornell University)·2024· 6 citedOpen Access
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models
arXiv (Cornell University)·2024Open Access
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion
arXiv (Cornell University)·2024· 3 citedOpen Access
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Frequent Co-authors

Xuelong Li(8), Xinbo Gao(3), Yunhe Wang(3), Jun Yu(2), Stephen J. Maybank(2), Shuicheng Yan(2), Zhe Chen(2), Xindong Wu(2), Bo Xie(2), Li Shen(2), Tongliang Liu(2), Jiaxing Huang(2), Ying Nie(2), Binwei Yan(2), Tianyu Guo(2), Hao Liu(2), Haoyu Wang(2), Wei He(2), Binfan Zheng(2), Weihao Wang(2)