Chen, Yi

35 publications

AAAI 2025 Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training Yueqing Wang, Peng Zhang, Yushuang Liu, Jianing Zhao, Jie Lin, Yi Chen

AAAI 2025 AoP-SAM: Automation of Prompts for Efficient Segmentation Yi Chen, Muyoung Son, Chuanbo Hua, Joo-Young Kim

ICLR 2025 Decoupling Layout from Glyph in Online Chinese Handwriting Generation Minsi Ren, Yan-Ming Zhang, Yi Chen

AAAI 2025 Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding Mingyue Zhang, Nianyu Li, Yi Chen, Jialong Li, Xiaoyi Zhang, Hengjun Zhao, Jiamou Liu, Wu Chen

UAI 2025 Metric Learning in an RKHS Gokcan Tatli, Yi Chen, Blake Mason, Robert D Nowak, Ramya Korlakai Vinayak

ICCV 2025 Moto: Latent Motion Token as the Bridging Language for Learning Robot Manipulation from Videos Yi Chen, Yuying Ge, Weiliang Tang, Yizhuo Li, Yixiao Ge, Mingyu Ding, Ying Shan, Xihui Liu

ICLR 2025 PAL: Sample-Efficient Personalized Reward Modeling for Pluralistic Alignment Daiwei Chen, Yi Chen, Aniket Rege, Zhi Wang, Ramya Korlakai Vinayak

AAAI 2025 Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information Yi Chen, Jian Xu, Xu-Yao Zhang, Wen-Zhuo Liu, Yang-Yang Liu, Cheng-Lin Liu

ICML 2025 Rethinking Confidence Scores and Thresholds in Pseudolabeling-Based SSL Harit Vishwakarma, Yi Chen, Satya Sai Srinath Namburi Gnvv, Sui Jiet Tay, Ramya Korlakai Vinayak, Frederic Sala

CVPR 2025 Sonic: Shifting Focus to Global Audio Perception in Portrait Animation Xiaozhong Ji, Xiaobin Hu, Zhihong Xu, Junwei Zhu, Chuming Lin, Qingdong He, Jiangning Zhang, Donghao Luo, Yi Chen, Qin Lin, Qinglin Lu, Chengjie Wang

AISTATS 2025 Variance-Dependent Regret Bounds for Nonstationary Linear Bandits Zhiyong Wang, Jize Xie, Yi Chen, John C.S. Lui, Dongruo Zhou

NeurIPSW 2024 AoP-SAM: Automation of Prompts for Efficient Segmentation Yi Chen, Muyoung Son, Chuanbo Hua, Joo-Young Kim

ICML 2024 Constrained Ensemble Exploration for Unsupervised Skill Discovery Chenjia Bai, Rushuai Yang, Qiaosheng Zhang, Kang Xu, Yi Chen, Ting Xiao, Xuelong Li

CVPRW 2024 DECNet: A Non-Contacting Dual-Modality Emotion Classification Network for Driver Health Monitoring Zhekang Dong, Chenhao Hu, Shiqi Zhou, Liyan Zhu, Junfan Wang, Yi Chen, Xudong Lv, Xiaoyue Ji

AISTATS 2024 Learning Populations of Preferences via Pairwise Comparison Queries Gokcan Tatli, Yi Chen, Ramya Korlakai Vinayak

AAAI 2024 MapLE: Matching Molecular Analogues Promptly with Low Computational Resources by Multi-Metrics Evaluation (Student Abstract) Xiaojian Chen, Chuyue Liao, Yanhui Gu, Yafei Li, Jinlan Wang, Yi Chen, Masaru Kitsuregawa

ICMLW 2024 Modeling the Plurality of Human Preferences via Ideal Points Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

ICMLW 2024 Modeling the Plurality of Human Preferences via Ideal Points Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

NeurIPSW 2024 PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

NeurIPSW 2024 PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

NeurIPSW 2024 PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

NeurIPSW 2024 PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

NeurIPSW 2024 PAL: Pluralistic Alignment Framework for Learning from Heterogeneous Preferences Daiwei Chen, Yi Chen, Aniket Rege, Ramya Korlakai Vinayak

NeurIPSW 2024 PabLO: Improving Semi-Supervised Learning with Pseudolabeling Optimization Harit Vishwakarma, Yi Chen, Satya Sai Srinath Namburi Gnvv, Sui Jiet Tay, Ramya Korlakai Vinayak, Frederic Sala

NeurIPS 2024 Pearls from Pebbles: Improved Confidence Functions for Auto-Labeling Harit Vishwakarma, Yi Chen, Sui Jiet Tay, Satya Sai Srinath Namburi, Frederic Sala, Ramya Korlakai Vinayak

NeurIPSW 2024 Pearls from Pebbles: Improved Confidence Functions for Auto-Labeling Harit Vishwakarma, Yi Chen, Sui Jiet Tay, Satya Sai Srinath Namburi Gnvv, Frederic Sala, Ramya Korlakai Vinayak

ICMLW 2024 Query Design for Crowdsourced Clustering: Effect of Cognitive Overload and Contextual Bias Yi Chen, Ramya Korlakai Vinayak

ICMLW 2024 Variance-Dependent Regret Bounds for Nonstationary Linear Bandits Zhiyong Wang, Jize Xie, Yi Chen, John C.S. Lui, Dongruo Zhou

ICMLW 2023 Learning Populations of Preferences via Pairwise Comparison Queries Gokcan Tatli, Yi Chen, Ramya Korlakai Vinayak

IJCAI 2022 Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion Yuchen Wang, Malu Zhang, Yi Chen, Hong Qu

AAAI 2021 Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information Yi Chen, Hong Qu, Malu Zhang, Yuchen Wang

ICLR 2019 Accelerating Nonconvex Learning via Replica Exchange Langevin Diffusion Yi Chen, Jinglin Chen, Jing Dong, Jian Peng, Zhaoran Wang

NeurIPS 2018 Contrastive Learning from Pairwise Measurements Yi Chen, Zhuoran Yang, Yuchen Xie, Zhaoran Wang

AAAI 2017 Learning Context-Specific Word/Character Embeddings Xiaoqing Zheng, Jiangtao Feng, Yi Chen, Haoyuan Peng, Wenqing Zhang

IJCAI 2015 Character-Based Parsing with Convolutional Neural Network Xiaoqing Zheng, Haoyuan Peng, Yi Chen, Pengjing Zhang, Wenqiang Zhang