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Changyu Chen
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2020 – today
- 2024
- [c11]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: 5872-5900 - [c10]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: 11160-11174 - [c9]Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu:
Prototypical Reward Network for Data-Efficient Model Alignment. ACL (1) 2024: 13871-13884 - [c8]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: 14596-14609 - [c7]Changyu Chen, Yanran Li, Chen Wei, Jianwei Cui, Bin Wang, Rui Yan:
Empathetic Response Generation with Relation-aware Commonsense Knowledge. WSDM 2024: 87-95 - [i10]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 abs/2403.02178 (2024) - [i9]Jinghan Zhang, Xiting Wang, Yiqiao Jin, Changyu Chen, Xinhao Zhang, Kunpeng Liu:
Prototypical Reward Network for Data-Efficient RLHF. CoRR abs/2406.06606 (2024) - [i8]Changyu Chen, Zichen Liu, Chao Du, Tianyu Pang, Qian Liu, Arunesh Sinha, Pradeep Varakantham, Min Lin:
Bootstrapping Language Models with DPO Implicit Rewards. CoRR abs/2406.09760 (2024) - [i7]Wenjun Li, Changyu Chen, Pradeep Varakantham:
Unlocking Large Language Model's Planning Capabilities with Maximum Diversity Fine-tuning. CoRR abs/2406.10479 (2024) - [i6]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 abs/2407.17622 (2024) - 2023
- [j6]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): 1157-1169 (2023) - [c6]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: 842-847 - [c5]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: 5087-5103 - [c4]Changyu Chen, Ramesha Karunasena, Thanh Hong Nguyen, Arunesh Sinha, Pradeep Varakantham:
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning. NeurIPS 2023 - [i5]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 abs/2306.09712 (2023) - [i4]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 abs/2310.16271 (2023) - [i3]Changyu Chen, Ramesha Karunasena, Thanh Hong Nguyen, Arunesh Sinha, Pradeep Varakantham:
Generative Modelling of Stochastic Actions with Arbitrary Constraints in Reinforcement Learning. CoRR abs/2311.15341 (2023) - [i2]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 abs/2312.04455 (2023) - 2022
- [j5]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: 107915 (2022) - [j4]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): 2912-2924 (2022) - [c3]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: 6193-6201 - [c2]Changyu Chen, Xiting Wang, Xiaoyuan Yi, Fangzhao Wu, Xing Xie, Rui Yan:
Personalized Chit-Chat Generation for Recommendation Using External Chat Corpora. KDD 2022: 2721-2731 - [i1]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 abs/2201.09644 (2022) - 2021
- [c1]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: 4446-4457
2010 – 2019
- 2018
- [j3]Xi Guo, Xiaochun Yang, Danni Chen, Changyu Chen:
Diameter-Aware Extreme Group Queries. IEEE Access 6: 58687-58701 (2018) - 2016
- [j2]Changyu Chen, Gang Zhao:
Interpretation-oriented information interface for manufacturing enterprises. Int. J. Comput. Appl. Technol. 53(2): 189-195 (2016) - 2015
- [j1]Changyu Chen, Gang Zhao, Yong Yu, Haiyan Deng:
Multiple views system to support awareness for cooperative design. Comput. Aided Des. 63: 39-51 (2015)
Coauthor Index
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