Changyou Chen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 181

Top Venues

Publications

Jian Chen, Ruiyi Zhang, Yufan Zhou, Changyou Chen
Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints. CoRR (2024)
Rohan Sharma, Shijie Zhou, Kaiyi Ji, Changyou Chen
Discriminative Adversarial Unlearning. CoRR (2024)
Qian Jiang, Changyou Chen, Han Zhao, Liqun Chen, Qing Ping, Son Dinh Tran, Yi Xu, Belinda Zeng, Trishul Chilimbi
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning. CoRR (2023)
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray L. Buntine, Richard Beare, Changyou Chen
AUC Maximization for Low-Resource Named Entity Recognition. AAAI (2023)
Yaman Kumar, Rajat Jha, Arunim Gupta, Milan Aggarwal, Aditya Garg, Tushar Malyan, Ayush Bhardwaj, Rajiv Ratn Shah, Balaji Krishnamurthy, Changyou Chen
Persuasion Strategies in Advertisements. AAAI (2023)
Wei Jiang, Jiayu Qin, Lingyu Wu, Changyou Chen, Tianbao Yang, Lijun Zhang
Learning Unnormalized Statistical Models via Compositional Optimization. CoRR (2023)
Aanisha Bhattacharya, Yaman Kumar Singla, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen
A Video Is Worth 4096 Tokens: Verbalize Story Videos To Understand Them In Zero Shot. CoRR (2023)
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray L. Buntine, Richard Beare, Changyou Chen
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? CoRR (2023)
Varun Khurana, Yaman Kumar Singla, Jayakumar Subramanian, Rajiv Ratn Shah, Changyou Chen, Zhiqiang Xu, Balaji Krishnamurthy
Behavior Optimized Image Generation. CoRR (2023)
Ashmit Khandelwal, Aditya Agrawal, Aanisha Bhattacharyya, Yaman Kumar Singla, Somesh Singh, Uttaran Bhattacharya, Ishita Dasgupta, Stefano Petrangeli, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy
Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior. CoRR (2023)
Aanisha Bhattacharyya, Yaman Singla, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen
A Video Is Worth 4096 Tokens: Verbalize Story Videos To Understand Them In Zero Shot. EMNLP (2023)
Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen
ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. ACL (2) (2023)
Jian Chen, Ruiyi Zhang, Tong Yu, Rohan Sharma, Zhiqiang Xu, Tong Sun, Changyou Chen
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels. NeurIPS (2023)
Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. ICML (2023)
Jingchen Sun, Jiayu Qin, Zihao Lin, Changyou Chen
Prompt Tuning based Adapter for Vision-Language Model Adaption. CoRR (2023)
Harini S. I, Somesh Singh, Yaman Kumar Singla, Aanisha Bhattacharyya, Veeky Baths, Changyou Chen, Rajiv Ratn Shah, Balaji Krishnamurthy
Long-Term Memorability On Advertisements. CoRR (2023)
Yaman Kumar, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen
Automatic Essay Scoring Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses. Dialogue Discourse 14 (1) (2023)
Ngoc Dang Nguyen, Wei Tan, Lan Du, Wray L. Buntine, Richard Beare, Changyou Chen
Low-Resource Named Entity Recognition: Can One-vs-All AUC Maximization Help? ICDM (2023)
Wei Jiang, Jiayu Qin, Lingyu Wu, Changyou Chen, Tianbao Yang, Lijun Zhang
Learning Unnormalized Statistical Models via Compositional Optimization. ICML (2023)
Qian Jiang, Changyou Chen, Han Zhao, Liqun Chen, Qing Ping, Son Dinh Tran, Yi Xu, Belinda Zeng, Trishul Chilimbi
Understanding and Constructing Latent Modality Structures in Multi-Modal Representation Learning. CVPR (2023)
Zihao He, Weituo Hao, Wei Tsung Lu, Changyou Chen, Kristina Lerman, Xuchen Song
ALCAP: Alignment-Augmented Music Captioner. EMNLP (2023)
Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu
Shifted Diffusion for Text-to-image Generation. CVPR (2023)
Jian Chen, Ruiyi Zhang, Tong Yu, Rohan Sharma, Zhiqiang Xu, Tong Sun, Changyou Chen
Label-Retrieval-Augmented Diffusion Models for Learning from Noisy Labels. CoRR (2023)
Ping Yu, Wei Wang, Chunyuan Li, Ruiyi Zhang, Zhanpeng Jin, Changyou Chen
STT: Soft Template Tuning for Few-Shot Adaptation. CoRR (2022)
Yaman Kumar Singla, Jui Shah, Changyou Chen, Rajiv Ratn Shah
What Do Audio Transformers Hear? Probing Their Representations For Language Delivery & Structure. ICDM (Workshops) (2022)
Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun
Towards Language-Free Training for Text-to-Image Generation. CVPR (2022)
Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective. NeurIPS (2022)
Bekir Oguzhan Turkkan, Ting Dai, Adithya Raman, Tevfik Kosar, Changyou Chen, Muhammed Fatih Bulut, Jaroslaw Zola, Daby Sow
GreenABR: energy-aware adaptive bitrate streaming with deep reinforcement learning. MMSys (2022)
Yitong Yan, Chuangchuang Liu, Changyou Chen, Xianfang Sun, Longcun Jin, Xinyi Peng, Xiang Zhou
Fine-Grained Attention and Feature-Sharing Generative Adversarial Networks for Single Image Super-Resolution. IEEE Trans. Multim. 24 (2022)
Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah
MINIMAL: Mining Models for Universal Adversarial Triggers. AAAI (2022)
Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. CoRR (2022)
Yufan Zhou, Bingchen Liu, Yizhe Zhu, Xiao Yang, Changyou Chen, Jinhui Xu
Shifted Diffusion for Text-to-image Generation. CoRR (2022)
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Chris Tensmeyer, Tong Yu, Changyou Chen, Jinhui Xu, Tong Sun
TiGAN: Text-Based Interactive Image Generation and Manipulation. AAAI (2022)
Ping Yu, Wei Wang, Chunyuan Li, Ruiyi Zhang, Zhanpeng Jin, Changyou Chen
STT: Soft Template Tuning for Few-Shot Adaptation. ICDM (Workshops) (2022)
Ngoc Dang Nguyen, Lan Du, Wray L. Buntine, Changyou Chen, Richard Beare
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios. CoRR (2022)
Ngoc Dang Nguyen, Lan Du, Wray L. Buntine, Changyou Chen, Richard Beare
Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios. EMNLP (2022)
Yaman Kumar Singla, Sriram Krishna, Rajiv Ratn Shah, Changyou Chen
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees. AAAI (2022)
Yang Zhao, Yu-Chuan Su, Chun-Te Chu, Yandong Li, Marius Renn, Yukun Zhu, Changyou Chen, Xuhui Jia
Rethinking Deep Face Restoration. CVPR (2022)
Yaman Kumar Singla, Rajat Jha, Arunim Gupta, Milan Aggarwal, Aditya Garg, Ayush Bhardwaj, Tushar, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen
Persuasion Strategies in Advertisements: Dataset, Modeling, and Baselines. CoRR (2022)
Yufan Zhou, Chunyuan Li, Changyou Chen, Jianfeng Gao, Jinhui Xu
Lafite2: Few-shot Text-to-Image Generation. CoRR (2022)
Ngoc Dang Nguyen, Wei Tan, Wray L. Buntine, Richard Beare, Changyou Chen, Lan Du
AUC Maximization for Low-Resource Named Entity Recognition. CoRR (2022)
Yang Zhao, Chunyuan Li, Ping Yu, Changyou Chen
ReMP: Rectified Metric Propagation for Few-Shot Learning. CVPR Workshops (2021)
Anuj Saraswat, Mehar Bhatia, Yaman Kumar Singla, Changyou Chen, Rajiv Ratn Shah
Perception Point: Identifying Critical Learning Periods in Speech for Bilingual Networks. CoRR (2021)
Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval. ACL/IJCNLP (1) (2021)
Zexuan Qiu, Qinliang Su, Zijing Ou, Jianxing Yu, Changyou Chen
Unsupervised Hashing with Contrastive Information Bottleneck. CoRR (2021)
Yaman Kumar Singla, Avyakt Gupta, Shaurya Bagga, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring. CoRR (2021)
Yang Zhao, Changyou Chen
Unpaired Image-to-Image Translation via Latent Energy Transport. CVPR (2021)
Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu
Meta-Learning with Neural Tangent Kernels. ICLR (2021)
Yufan Zhou, Chunyuan Li, Changyou Chen, Jinhui Xu
A Generic Approach for Enhancing GANs by Regularized Latent Optimization. CoRR (2021)
Ping Yu, Ruiyi Zhang, Yang Zhao, Yizhe Zhang, Chunyuan Li, Changyou Chen
SDA: Improving Text Generation with Self Data Augmentation. CoRR (2021)
Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Junyi Jessy Li, Rajiv Ratn Shah, Changyou Chen
AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses. CoRR (2021)
Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin
Towards Fair Federated Learning With Zero-Shot Data Augmentation. CVPR Workshops (2021)
Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen
Transformer-based Conditional Variational Autoencoder for Controllable Story Generation. CoRR (2021)
Ping Yu, Yang Zhao, Chunyuan Li, Changyou Chen
Rethinking Sentiment Style Transfer. EMNLP (Findings) (2021)
Changyou Chen, Jiansheng Yang, Wen Shu, Peichi Tu
Measurement of premixed propane combustion equivalence ratio based on flame image color and support vector machine. ICCDA (2021)
Yaman Kumar Singla, Avyakt Gupta, Shaurya Bagga, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah
Speaker-Conditioned Hierarchical Modeling for Automated Speech Scoring. CIKM (2021)
Yufan Zhou, Changyou Chen, Jinhui Xu
Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels. CoRR (2021)
Jui Shah, Yaman Kumar Singla, Changyou Chen, Rajiv Ratn Shah
What all do audio transformer models hear? Probing Acoustic Representations for Language Delivery and its Structure. CoRR (2021)
Swapnil Parekh, Yaman Kumar Singla, Somesh Singh, Changyou Chen, Balaji Krishnamurthy, Rajiv Ratn Shah
MINIMAL: Mining Models for Data Free Universal Adversarial Triggers. CoRR (2021)
Aradhya Neeraj Mathur, Devansh Batra, Yaman Kumar Singla, Rajiv Ratn Shah, Changyou Chen, Roger Zimmermann
LIFI: Towards Linguistically Informed Frame Interpolation. ICASSP (2021)
Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin
Towards Fair Federated Learning with Zero-Shot Data Augmentation. CoRR (2021)
Yaman Kumar Singla, Sriram Krishna, Rajiv Ratn Shah, Changyou Chen
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees. CoRR (2021)
Zijing Ou, Qinliang Su, Jianxing Yu, Bang Liu, Jingwen Wang, Ruihui Zhao, Changyou Chen, Yefeng Zheng
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval. CoRR (2021)
Yufan Zhou, Ruiyi Zhang, Changyou Chen, Chunyuan Li, Chris Tensmeyer, Tong Yu, Jiuxiang Gu, Jinhui Xu, Tong Sun
LAFITE: Towards Language-Free Training for Text-to-Image Generation. CoRR (2021)
Yufan Zhou, Zhenyi Wang, Jiayi Xian, Changyou Chen, Jinhui Xu
Meta-Learning with Neural Tangent Kernels. CoRR (2021)
Kevin J. Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin
MixKD: Towards Efficient Distillation of Large-scale Language Models. ICLR (2021)
Zexuan Qiu, Qinliang Su, Zijing Ou, Jianxing Yu, Changyou Chen
Unsupervised Hashing with Contrastive Information Bottleneck. IJCAI (2021)
Le Fang, Tao Zeng, Chaochun Liu, Liefeng Bo, Wen Dong, Changyou Chen
Outline to Story: Fine-grained Controllable Story Generation from Cascaded Events. CoRR (2021)
Yufan Zhou, Jiayi Xian, Changyou Chen, Jinhui Xu
Graph Neural Networks with Composite Kernels. CoRR (2020)
Yang Zhao, Changyou Chen
Unpaired Image-to-Image Translation via Latent Energy Transport. CoRR (2020)
Alexander Hanbo Li, Yaqing Wang, Changyou Chen, Jing Gao
Decomposed Adversarial Learned Inference. CoRR (2020)
Ruiyi Zhang, Changyou Chen, Zhe Gan, Zheng Wen, Wenlin Wang, Lawrence Carin
Nested-Wasserstein Self-Imitation Learning for Sequence Generation. AISTATS (2020)
Ruiyi Zhang, Changyou Chen, Xinyuan Zhang, Ke Bai, Lawrence Carin
Semantic Matching via Optimal Partial Transport. EMNLP (Findings) (2020)
Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. CoRR (2020)
Yufan Zhou, Changyou Chen, Jinhui Xu
Learning Manifold Implicitly via Explicit Heat-Kernel Learning. CoRR (2020)
Kevin J. Liang, Weituo Hao, Dinghan Shen, Yufan Zhou, Weizhu Chen, Changyou Chen, Lawrence Carin
MixKD: Towards Efficient Distillation of Large-scale Language Models. CoRR (2020)
Zhenyi Wang, Ping Yu, Yang Zhao, Ruiyi Zhang, Yufan Zhou, Junsong Yuan, Changyou Chen
Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. AAAI (2020)
Ruiyi Zhang, Tong Yu, Yilin Shen, Hongxia Jin, Changyou Chen, Lawrence Carin
Reward Constrained Interactive Recommendation with Natural Language Feedback. CoRR (2020)
Tianhang Zheng, Sheng Liu, Changyou Chen, Junsong Yuan, Baochun Li, Kui Ren
Towards Understanding the Adversarial Vulnerability of Skeleton-based Action Recognition. CoRR (2020)
Yang Zhao, Ping Yu, Suchismit Mahapatra, Qinliang Su, Changyou Chen
Discretized Bottleneck in VAE: Posterior-Collapse-Free Sequence-to-Sequence Learning. CoRR (2020)
Jianyi Zhang, Yang Zhao, Changyou Chen
Variance Reduction in Stochastic Particle-Optimization Sampling. ICML (2020)
Ruiyi Zhang, Changyou Chen, Zhe Gan, Zheng Wen, Wenlin Wang, Lawrence Carin
Nested-Wasserstein Self-Imitation Learning for Sequence Generation. CoRR (2020)
Yufan Zhou, Zheshuo Li, Chunwei Ma, Changyou Chen, Mingchen Gao, Hong Zhu, Jinhui Xu
Weakly-Supervised Brain Tumor Classification with Global Diagnosis Label. ISBI (2020)
Ruqi Zhang, Chunyuan Li, Jianyi Zhang, Changyou Chen, Andrew Gordon Wilson
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning. ICLR (2020)
Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, Lawrence Carin
Improving Adversarial Text Generation by Modeling the Distant Future. CoRR (2020)
Qiuling Suo, Weida Zhong, Guangxu Xun, Jianhui Sun, Changyou Chen, Aidong Zhang
GLIMA: Global and Local Time Series Imputation with Multi-directional Attention Learning. IEEE BigData (2020)
Ruiyi Zhang, Changyou Chen, Zhe Gan, Wenlin Wang, Dinghan Shen, Guoyin Wang, Zheng Wen, Lawrence Carin
Improving Adversarial Text Generation by Modeling the Distant Future. ACL (2020)
Lin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen
Generative Semantic Hashing Enhanced via Boltzmann Machines. ACL (2020)
Yang Zhao, Chunyuan Li, Ping Yu, Jianfeng Gao, Changyou Chen
Feature Quantization Improves GAN Training. ICML (2020)
Zhenyi Wang, Xiaoyang Wang, Bang An, Dong Yu, Changyou Chen
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints. ACL (2020)
Lin Zheng, Qinliang Su, Dinghan Shen, Changyou Chen
Generative Semantic Hashing Enhanced via Boltzmann Machines. CoRR (2020)
Swapnil Parekh, Yaman Kumar Singla, Changyou Chen, Junyi Jessy Li, Rajiv Ratn Shah
My Teacher Thinks The World Is Flat! Interpreting Automatic Essay Scoring Mechanism. CoRR (2020)
Fan Yang, Alina Vereshchaka, Changyou Chen, Wen Dong
Bayesian Multi-type Mean Field Multi-agent Imitation Learning. NeurIPS (2020)
Yufan Zhou, Changyou Chen, Jinhui Xu
Learning Manifold Implicitly via Explicit Heat-Kernel Learning. NeurIPS (2020)
Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu, Fei Tan, Ruiyi Zhang, Yifan Hu, Changyou Chen
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference. EMNLP (1) (2020)
Ping Yu, Yang Zhao, Chunyuan Li, Junsong Yuan, Changyou Chen
Structure-Aware Human-Action Generation. ECCV (30) (2020)
Bang An, Jie Lyu, Zhenyi Wang, Chunyuan Li, Changwei Hu, Fei Tan, Ruiyi Zhang, Yifan Hu, Changyou Chen
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference. CoRR (2020)
Yang Zhao, Chunyuan Li, Ping Yu, Changyou Chen
ReMP: Rectified Metric Propagation for Few-Shot Learning. CoRR (2020)
Fan Yang, Alina Vereshchaka, Yufan Zhou, Changyou Chen, Wen Dong
Variational Adversarial Kernel Learned Imitation Learning. AAAI (2020)
Zhenyi Wang, Yang Zhao, Ping Yu, Ruiyi Zhang, Changyou Chen
Bayesian Meta Sampling for Fast Uncertainty Adaptation. ICLR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Changyou Chen