Changyu Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Cognitive Models

Top Venues

Comput. Aided Des.

Publications

Jixiang Hong, Quan Tu, Changyu Chen, Gao Xing, Ji Zhang, Rui Yan
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment. ACL (Findings) (2024)
Changyu Chen, Zichen Liu, Chao Du, Tianyu Pang, Qian Liu, Arunesh Sinha, Pradeep Varakantham, Min Lin
Bootstrapping Language Models with DPO Implicit Rewards. CoRR (2024)
Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. ACL (1) (2024)
Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu
Prototypical Reward Network for Data-Efficient RLHF. CoRR (2024)
Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. ACL (1) (2024)
Wenjun Li, Changyu Chen, Pradeep Varakantham
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning. CoRR (2024)
Changyu Chen, Yanran Li, Chen Wei, Jianwei Cui, Bin Wang, Rui Yan
Empathetic Response Generation with Relation-aware Commonsense Knowledge. WSDM (2024)
Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu
Prototypical Reward Network for Data-Efficient Model Alignment. ACL (1) (2024)
Changyu Chen, Shashank Reddy Chirra, Maria José Ferreira, Cleotilde Gonzalez, Arunesh Sinha, Pradeep Varakantham
Towards Neural Network based Cognitive Models of Dynamic Decision-Making by Humans. CoRR (2024)
Changyu Chen, Xiting Wang, Ting-En Lin, Ang Lv, Yuchuan Wu, Xin Gao, Ji-Rong Wen, Rui Yan, Yongbin Li
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. CoRR (2024)
Changyu Chen, Xiting Wang, Yiqiao Jin, Victor Ye Dong, Li Dong, Jie Cao, Yi Liu, Rui Yan
Semi-Offline Reinforcement Learning for Optimized Text Generation. CoRR (2023)
Changyu Chen, Ramesha Karunasena, Thanh Hong Nguyen, Arunesh Sinha, Pradeep Varakantham
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning. CoRR (2023)
Weihang Ding, Changyu Chen, Yuan Fang, Ling Qiu, Xinmin Li, Xin Wang, Jie Xu
Multi-UAV-Enabled Integrated Sensing and Communications: Joint UAV Placement and Power Control. GLOBECOM (Workshops) (2023)
Jixiang Hong, Quan Tu, Changyu Chen, Xing Gao, Ji Zhang, Rui Yan
CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment. CoRR (2023)
Changyu Chen, Ramesha Karunasena, Thanh Hong Nguyen, Arunesh Sinha, Pradeep Varakantham
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning. NeurIPS (2023)
Yuhan Chen, Ang Lv, Ting-En Lin, Changyu Chen, Yuchuan Wu, Fei Huang, Yongbin Li, Rui Yan
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. CoRR (2023)
Changyu Chen, Guangchao Geng, Heyang Yu, Zixuan Liu, Quanyuan Jiang
An End-Cloud Collaborated Framework for Transferable Non-Intrusive Load Monitoring. IEEE Trans. Cloud Comput. 11 (2) (2023)
Changyu Chen, Xiting Wang, Yiqiao Jin, Victor Ye Dong, Li Dong, Jie Cao, Yi Liu, Rui Yan
Semi-Offline Reinforcement Learning for Optimized Text Generation. ICML (2023)
Changyu Chen, Yuxiang Xing, Hewei Gao, Li Zhang, Zhiqiang Chen
Sam's Net: A Self-Augmented Multistage Deep-Learning Network for End-to-End Reconstruction of Limited Angle CT. IEEE Trans. Medical Imaging 41 (10) (2022)
Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models. AAAI (2022)
Changyu Chen, Mahdi Fathi, Marzieh Khakifirooz, Kan Wu
Hybrid tabu search algorithm for unrelated parallel machine scheduling in semiconductor fabs with setup times, job release, and expired times. Comput. Ind. Eng. 165 (2022)
Changyu Chen, Avinandan Bose, Shih-Fen Cheng, Arunesh Sinha
Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models. CoRR (2022)
Changyu Chen, Xiting Wang, Xiaoyuan Yi, Fangzhao Wu, Xing Xie, Rui Yan
Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora. KDD (2022)
Chongyang Tao, Changyu Chen, Jiazhan Feng, Ji-Rong Wen, Rui Yan
A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations. ACL/IJCNLP (1) (2021)
Xi Guo, Xiaochun Yang, Danni Chen, Changyu Chen
Diameter-Aware Extreme Group Queries. IEEE Access 6 (2018)
Changyu Chen, Gang Zhao
Interpretation-oriented information interface for manufacturing enterprises. Int. J. Comput. Appl. Technol. 53 (2) (2016)
Changyu Chen, Gang Zhao, Yong Yu, Haiyan Deng
Multiple views system to support awareness for cooperative design. Comput. Aided Des. 63 (2015)