Changyou Chen

University at Buffalo, State University of New York — United States

Computer Science · Physical Sciences

29h-index2.6kcitations145works0.32yr avg
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Research Topics

Topic Modeling(33), Natural Language Processing Techniques(27), Markov Chains and Monte Carlo Methods(21), Adversarial Robustness in Machine Learning(17), Domain Adaptation and Few-Shot Learning(14)

Publications145 total

Optimizing Unnormalized Statistical Models Through Compositional Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
SFT Doesn't Always Hurt General Capabilities: Revisiting Domain-Specific Fine-Tuning in LLMs
arXiv (Cornell University)·2025Open Access
CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition
2025· 2 cited
Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning
2025
CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition
arXiv (Cornell University)·2025Open Access
A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
arXiv (Cornell University)·2024Open Access
Enhancing Diffusion Posterior Sampling for Inverse Problems by Integrating Crafted Measurements
arXiv (Cornell University)·2024Open Access
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding
arXiv (Cornell University)·2024Open Access
MMR: Evaluating Reading Ability of Large Multimodal Models
arXiv (Cornell University)·2024Open Access
LLaVA-Read: Enhancing Reading Ability of Multimodal Language Models
arXiv (Cornell University)·2024Open Access
Diffusion Models For Multi-Modal Generative Modeling
arXiv (Cornell University)·2024Open Access
Craft: Cross-modal Aligned Features Improve Robustness of Prompt Tuning
arXiv (Cornell University)·2024Open Access
TRINS: Towards Multimodal Language Models that Can Read
arXiv (Cornell University)·2024· 1 citedOpen Access
Discriminative Adversarial Unlearning
arXiv (Cornell University)·2024Open Access
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints
arXiv (Cornell University)·2024· 1 citedOpen Access
Behavior Optimized Image Generation
arXiv (Cornell University)·2023Open Access
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help?
arXiv (Cornell University)·2023Open Access
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior
arXiv (Cornell University)·2023· 1 citedOpen Access
AUC Maximization for Low-Resource Named Entity Recognition
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 15 citedOpen Access
Learning Unnormalized Statistical Models via Compositional Optimization
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Lawrence Carin(25), Zhe Gan(8), Wenlin Wang(7), Wray Buntine(7), Bai Li(6), Chunyuan Li(5), David Carlson(5), Ruiyi Zhang(5), Dinghan Shen(5), Piyush Rai(5), Chunyuan Li(4), Guoyin Wang(4), Lan Du(4), Junping Zhang(3), Rudolf Fleischer(3), Yunchen Pu(3), Li‐Qun Chen(3), Nan Ding(2), Yufan Zhou(2), Jinhui Xu(2)