Ren, Yi

58 publications

NeurIPS 2025 ASGO: Adaptive Structured Gradient Optimization Kang An, Yuxing Liu, Rui Pan, Yi Ren, Shiqian Ma, Donald Goldfarb, Tong Zhang

ICLR 2025 Learning Dynamics of LLM Finetuning Yi Ren, Danica J. Sutherland

CVPRW 2025 NTIRE 2025 Challenge on Day and Night Raindrop Removal for Dual-Focused Images: Methods and Results Xin Li, Yeying Jin, Xin Jin, Zongwei Wu, Bingchen Li, Yufei Wang, Wenhan Yang, Yu Li, Zhibo Chen, Bihan Wen, Robby T. Tan, Radu Timofte, Qiyu Rong, Hongyuan Jing, Mengmeng Zhang, Jinglong Li, Xiangyu Lu, Yi Ren, Yuting Liu, Meng Zhang, Xiang Chen, Qiyuan Guan, Jiangxin Dong, Jinshan Pan, Conglin Gou, Qirui Yang, Fangpu Zhang, Yunlong Lin, Sixiang Chen, Guoxi Huang, Ruirui Lin, Yan Zhang, Jingyu Yang, Huanjing Yue, Jiyuan Chen, Qiaosi Yi, Hongjun Wang, Chenxi Xie, Shuai Li, Yuhui Wu, Kaiyi Ma, Jiakui Hu, Juncheng Li, Liwen Pan, Guangwei Gao, Wenjie Li, Zhenyu Jin, Heng Guo, Zhanyu Ma, Yubo Wang, Jinghua Wang, Wangzhi Xing, Anjusree Karnavar, Diqi Chen, Mohammad Aminul Islam, Hao Yang, Ruikun Zhang, Liyuan Pan, Qianhao Luo, Xin Cao, Han Zhou, Yan Min, Wei Dong, Jun Chen, Taoyi Wu, Weijia Dou, Yu Wang, Shengjie Zhao, Yongcheng Huang, Xingyu Han, Anyan Huang, Hongtao Wu, Hong Wang, Yefeng Zheng, Abhijeet Kumar, Aman Kumar, Marcos V. Conde, Paula Garrido, Daniel Feijoo, Juan C. Benito, Guanglu Dong, Xin Lin, Siyuan Liu, Tianheng Zheng, Jiayu Zhong, Shouyi Wang, Xiangtai Li, Lanqing Guo, Lu Qi, Chao Ren, Shuaibo Wang, Shilong Zhang, Wanyu Zhou, Yunze Wu, Qinzhong Tan, Jieyuan Pei, Zhuoxuan Li, Jiayu Wang, Haoyu Bian, Haoran Sun, Subhajit Paul, Ni Tang, Junhao Huang, Zihan Cheng, Hongyun Zhu, Yuehan Wu, Kaixin Deng, Huang Ouyang, Tianxin Xiao, Fan Yang, Zhizun Luo, Zeyu Xiao, Zhuoyuan Li, Pham Hoang Le Nguyen, Dinh Thien An, Luu Thanh Son, Kiet Van Nguyen, Ronghua Xu, Xianmin Tian, Weijian Zhou, Jiacheng Zhang, Yuqian Chen, Yihang Duan, Yujie Wu, Suresh Raikwar, Arsh Garg, Kritika Kritika, Jianhua Zheng, Xiaoshan Ma, Ruolin Zhao, Yongyu Yang, Yongsheng Liang, Guiming Huang, Qiang Li, Hongbin Zhang, Xiangyu Zheng, A. N. Rajagopalan

NeurIPS 2025 On the Effect of Negative Gradient in Group Relative Deep Reinforcement Optimization Wenlong Deng, Yi Ren, Muchen Li, Danica J. Sutherland, Xiaoxiao Li, Christos Thrampoulidis

AAAI 2024 AMD: Autoregressive Motion Diffusion Bo Han, Hao Peng, Minjing Dong, Yi Ren, Yixuan Shen, Chang Xu

TMLR 2024 AdaFlood: Adaptive Flood Regularization Wonho Bae, Yi Ren, Mohamed Osama Ahmed, Frederick Tung, Danica J. Sutherland, Gabriel L. Oliveira

AAAI 2024 AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head Rongjie Huang, Mingze Li, Dongchao Yang, Jiatong Shi, Xuankai Chang, Zhenhui Ye, Yuning Wu, Zhiqing Hong, Jiawei Huang, Jinglin Liu, Yi Ren, Yuexian Zou, Zhou Zhao, Shinji Watanabe

NeurIPS 2024 Bias Amplification in Language Model Evolution: An Iterated Learning Perspective Yi Ren, Shangmin Guo, Linlu Qiu, Bailin Wang, Danica J. Sutherland

NeurIPSW 2024 Economics Arena for Large Language Models Shangmin Guo, Haochuan Wang, Haoran Bu, Yi Ren, Dianbo Sui, Yu-Ming Shang, Siting Estee Lu

AAAI 2024 Emotion Rendering for Conversational Speech Synthesis with Heterogeneous Graph-Based Context Modeling Rui Liu, Yifan Hu, Yi Ren, Xiang Yin, Haizhou Li

IJCAI 2024 Hacking Task Confounder in Meta-Learning Jingyao Wang, Yi Ren, Zeen Song, Jianqi Zhang, Changwen Zheng, Wenwen Qiang

ICLR 2024 Mega-TTS 2: Boosting Prompting Mechanisms for Zero-Shot Speech Synthesis Ziyue Jiang, Jinglin Liu, Yi Ren, Jinzheng He, Zhenhui Ye, Shengpeng Ji, Qian Yang, Chen Zhang, Pengfei Wei, Chunfeng Wang, Xiang Yin, Zejun Ma, Zhou Zhao

NeurIPS 2024 MimicTalk: Mimicking a Personalized and Expressive 3D Talking Face in Minutes Zhenhui Ye, Tianyun Zhong, Yi Ren, Ziyue Jiang, Jiawei Huang, Rongjie Huang, Jinglin Liu, Jinzheng He, Chen Zhang, Zehan Wang, Xize Chen, Xiang Yin, Zhou Zhao

L4DC 2024 Pontryagin Neural Operator for Solving General-Sum Differential Games with Parametric State Constraints Lei Zhang, Mukesh Ghimire, Zhe Xu, Wenlong Zhang, Yi Ren

ICLR 2024 Real3D-Portrait: One-Shot Realistic 3D Talking Portrait Synthesis Zhenhui Ye, Tianyun Zhong, Yi Ren, Jiaqi Yang, Weichuang Li, Jiawei Huang, Ziyue Jiang, Jinzheng He, Rongjie Huang, Jinglin Liu, Chen Zhang, Xiang Yin, Zejun Ma, Zhou Zhao

ICML 2024 State-Constrained Zero-Sum Differential Games with One-Sided Information Mukesh Ghimire, Lei Zhang, Zhe Xu, Yi Ren

NeurIPSW 2024 Understanding Simplicity Bias Towards Compositional Mappings via Learning Dynamics Yi Ren, Danica J. Sutherland

ICLR 2024 lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning Shangmin Guo, Yi Ren, Stefano V Albrecht, Kenny Smith

AISTATS 2023 A Mini-Block Fisher Method for Deep Neural Networks Achraf Bahamou, Donald Goldfarb, Yi Ren

ICML 2023 Attributing Image Generative Models Using Latent Fingerprints Guangyu Nie, Changhoon Kim, Yezhou Yang, Yi Ren

ICLR 2023 Bag of Tricks for Unsupervised Text-to-Speech Yi Ren, Chen Zhang, Shuicheng Yan

ICML 2023 FREDIS: A Fusion Framework of Refinement and Disambiguation for Unreliable Partial Label Learning Congyu Qiao, Ning Xu, Jiaqi Lv, Yi Ren, Xin Geng

ICLR 2023 GeneFace: Generalized and High-Fidelity Audio-Driven 3D Talking Face Synthesis Zhenhui Ye, Ziyue Jiang, Yi Ren, Jinglin Liu, Jinzheng He, Zhou Zhao

ICLR 2023 How to Prepare Your Task Head for Finetuning Yi Ren, Shangmin Guo, Wonho Bae, Danica J. Sutherland

NeurIPS 2023 Improving Compositional Generalization Using Iterated Learning and Simplicial Embeddings Yi Ren, Samuel Lavoie, Michael Galkin, Danica J. Sutherland, Aaron C. Courville

ICML 2023 Make-an-Audio: Text-to-Audio Generation with Prompt-Enhanced Diffusion Models Rongjie Huang, Jiawei Huang, Dongchao Yang, Yi Ren, Luping Liu, Mingze Li, Zhenhui Ye, Jinglin Liu, Xiang Yin, Zhou Zhao

NeurIPSW 2023 Self-Supervised Learning to Discover Physical Objects and Predict Their Interactions from Raw Videos Sheng Cheng, Yezhou Yang, Yang Jiao, Yi Ren

ICLR 2023 TranSpeech: Speech-to-Speech Translation with Bilateral Perturbation Rongjie Huang, Jinglin Liu, Huadai Liu, Yi Ren, Lichao Zhang, Jinzheng He, Zhou Zhao

NeurIPS 2023 Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective Pengfei Wei, Lingdong Kong, Xinghua Qu, Yi Ren, Zhiqiang Xu, Jing Jiang, Xiang Yin

ICLR 2022 Better Supervisory Signals by Observing Learning Paths Yi Ren, Shangmin Guo, Danica J. Sutherland

NeurIPS 2022 Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech Ziyue Jiang, Zhe Su, Zhou Zhao, Qian Yang, Yi Ren, Jinglin Liu, 振辉叶

AAAI 2022 DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism Jinglin Liu, Chengxi Li, Yi Ren, Feiyang Chen, Zhou Zhao

IJCAI 2022 EditSinger: Zero-Shot Text-Based Singing Voice Editing System with Diverse Prosody Modeling Lichao Zhang, Zhou Zhao, Yi Ren, Liqun Deng

ICLR 2022 Expressivity of Emergent Languages Is a Trade-Off Between Contextual Complexity and Unpredictability Shangmin Guo, Yi Ren, Kory Wallace Mathewson, Simon Kirby, Stefano V Albrecht, Kenny Smith

IJCAI 2022 FastDiff: A Fast Conditional Diffusion Model for High-Quality Speech Synthesis Rongjie Huang, Max W. Y. Lam, Jun Wang, Dan Su, Dong Yu, Yi Ren, Zhou Zhao

AAAI 2022 Flow-Based Unconstrained Lip to Speech Generation Jinzheng He, Zhou Zhao, Yi Ren, Jinglin Liu, Baoxing Huai, Nicholas Jing Yuan

NeurIPS 2022 GenerSpeech: Towards Style Transfer for Generalizable Out-of-Domain Text-to-Speech Rongjie Huang, Yi Ren, Jinglin Liu, Chenye Cui, Zhou Zhao

CVPRW 2022 Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Jiaying Lu, Xin Ye, Yi Ren, Yezhou Yang

NeurIPS 2022 M4Singer: A Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus Lichao Zhang, Ruiqi Li, Shoutong Wang, Liqun Deng, Jinglin Liu, Yi Ren, Jinzheng He, Rongjie Huang, Jieming Zhu, Xiao Chen, Zhou Zhao

AAAI 2022 Parallel and High-Fidelity Text-to-Lip Generation Jinglin Liu, Zhiying Zhu, Yi Ren, Wencan Huang, Baoxing Huai, Nicholas Jing Yuan, Zhou Zhao

ICLR 2022 Pseudo Numerical Methods for Diffusion Models on Manifolds Luping Liu, Yi Ren, Zhijie Lin, Zhou Zhao

CVPRW 2022 SSR-GNNs: Stroke-Based Sketch Representation with Graph Neural Networks Sheng Cheng, Yi Ren, Yezhou Yang

NeurIPSW 2022 Sample Relationships Through the Lens of Learning Dynamics with Label Information Shangmin Guo, Yi Ren, Stefano V Albrecht, Kenny Smith

IJCAI 2022 SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech Zhenhui Ye, Zhou Zhao, Yi Ren, Fei Wu

ICLR 2021 Decentralized Attribution of Generative Models Changhoon Kim, Yi Ren, Yezhou Yang

ICLR 2021 FastSpeech 2: Fast and High-Quality End-to-End Text to Speech Yi Ren, Chenxu Hu, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu

IJCAI 2021 FedSpeech: Federated Text-to-Speech with Continual Learning Ziyue Jiang, Yi Ren, Ming Lei, Zhou Zhao

NeurIPS 2021 PortaSpeech: Portable and High-Quality Generative Text-to-Speech Yi Ren, Jinglin Liu, Zhou Zhao

AAAI 2021 SongMASS: Automatic Song Writing with Pre-Training and Alignment Constraint Zhonghao Sheng, Kaitao Song, Xu Tan, Yi Ren, Wei Ye, Shikun Zhang, Tao Qin

NeurIPS 2021 Tensor Normal Training for Deep Learning Models Yi Ren, Donald Goldfarb

AAAI 2021 UWSpeech: Speech to Speech Translation for Unwritten Languages Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, Tie-Yan Liu

ICLR 2020 Compositional Languages Emerge in a Neural Iterated Learning Model Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby

NeurIPS 2020 Practical Quasi-Newton Methods for Training Deep Neural Networks Donald Goldfarb, Yi Ren, Achraf Bahamou

IJCAI 2020 Task-Level Curriculum Learning for Non-Autoregressive Neural Machine Translation Jinglin Liu, Yi Ren, Xu Tan, Chen Zhang, Tao Qin, Zhou Zhao, Tie-Yan Liu

ICML 2019 Almost Unsupervised Text to Speech and Automatic Speech Recognition Yi Ren, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu

NeurIPS 2019 FastSpeech: Fast, Robust and Controllable Text to Speech Yi Ren, Yangjun Ruan, Xu Tan, Tao Qin, Sheng Zhao, Zhou Zhao, Tie-Yan Liu

ICLR 2019 Multilingual Neural Machine Translation with Knowledge Distillation Xu Tan, Yi Ren, Di He, Tao Qin, Zhou Zhao, Tie-Yan Liu

IJCAI 2017 Sense Beauty by Label Distribution Learning Yi Ren, Xin Geng