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ORCIDYicheng Chen 0001
Person information
- affiliation: Lehigh University, Bethlehem, PA, USA
Other persons with the same name
- Yicheng Chen (aka: Yi-Cheng Chen) — disambiguation page
- Yicheng Chen 0002
![[0000-0003-0679-0229]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-0679-0229")
— Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen, China - Yicheng Chen 0003 — Harbin Institute of Technology, Department of Computer Science and Technology, China
- Yicheng Chen 0004 — University of California Berkeley / University of California San Francisco, UC Berkeley-UCSF Graduate Program in Bioengineering, CA, USA
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2020 – today
- 2026
[j7]Maolin Wang, Yingyi Zhang, Bowen Yu, Bingguang Hao, Cunyin Peng, Yicheng Chen, Wei Zhou, Jinjie Gu, Chenyi Zhuang, Ruocheng Guo, Wanyu Wang, Xiangyu Zhao:
Function Calling in Large Language Models: Industrial Practices, Challenges, and Future Directions. ACM Comput. Surv. 58(9): 238:1-238:37 (2026)- [c9]Bingguang Hao, Zengzhuang Xu, Maolin Wang, Yuntao Wen, Yicheng Chen, Cunyin Peng, Long Chen, Xiangyu Zhao, Jinjie Gu, Chenyi Zhuang, Ji Zhang:
BalanceSFT: Improving LLM Function Calling with Balanced Training Signals and Data Hardness. ACL (Findings) 2026: 18094-18112 - [i12]Bingguang Hao, Zengzhuang Xu, Yuntao Wen, Xinyi Xu, Yang Liu, Tong Zhao, Maolin Wang, Long Chen, Dong Wang, Yicheng Chen, Cunyin Peng, Xiangyu Zhao, Chenyi Zhuang, Ji Zhang:
From Failure to Mastery: Generating Hard Samples for Tool-use Agents. CoRR abs/2601.01498 (2026) - 2025
- [i11]Jialun Zhong, Wei Shen, Yanzeng Li, Songyang Gao, Hua Lu, Yicheng Chen, Yang Zhang, Wei Zhou, Jinjie Gu, Lei Zou:
A Comprehensive Survey of Reward Models: Taxonomy, Applications, Challenges, and Future. CoRR abs/2504.12328 (2025) - [i10]Bingguang Hao, Maolin Wang, Zengzhuang Xu, Cunyin Peng, Yicheng Chen, Xiangyu Zhao, Jinjie Gu, Chenyi Zhuang:
FunReason: Enhancing Large Language Models' Function Calling via Self-Refinement Multiscale Loss and Automated Data Refinement. CoRR abs/2505.20192 (2025) - [i9]Bingguang Hao, Maolin Wang, Zengzhuang Xu, Yicheng Chen, Cunyin Peng, Jinjie Gu, Chenyi Zhuang:
Exploring Superior Function Calls via Reinforcement Learning. CoRR abs/2508.05118 (2025) - [i8]Zengzhuang Xu, Bingguang Hao, Zechuan Wang, Yuntao Wen, Maolin Wang, Yang Liu, Long Chen, Dong Wang, Yicheng Chen, Cunyin Peng, Chenyi Zhuang, Jinjie Gu, Leilei Gan, Xiangyu Zhao, Shi Gu:
FunReason-MT Technical Report: Overcoming the Complexity Barrier in Multi-Turn Function Calling. CoRR abs/2510.24645 (2025) - 2024
- [c8]Xinyu Hu, Mingqi Gao, Sen Hu, Yang Zhang, Yicheng Chen, Teng Xu, Xiaojun Wan:
Are LLM-based Evaluators Confusing NLG Quality Criteria? ACL (1) 2024: 9530-9570 - [i7]Xinyu Hu, Mingqi Gao, Sen Hu, Yang Zhang, Yicheng Chen, Teng Xu, Xiaojun Wan:
Are LLM-based Evaluators Confusing NLG Quality Criteria? CoRR abs/2402.12055 (2024) - 2023
- [c7]Baokui Li, Sen Zhang, Wangshu Zhang, Yicheng Chen, Changlin Yang, Sen Hu, Teng Xu, Siye Liu, Jiwei Li:
S2M: Converting Single-Turn to Multi-Turn Datasets for Conversational Question Answering. ECAI 2023: 1365-1372 - [c6]Sen Zhang, Baokui Li, Wangshu Zhang, Changlin Yang, Yicheng Chen, Sen Hu, Teng Xu, Jiwei Li:
Read Key Points: Dialogue-Grounded Knowledge Points Generation with Multi-Level Salience-Aware Mixture. ECAI 2023: 3034-3041 - [c5]Junjie Wang, Yicheng Chen, Wangshu Zhang, Sen Hu, Teng Xu, Jing Zheng:
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation. EMNLP (Industry Track) 2023: 194-201 - [i6]Qiang Li, Xiaoyan Yang, Haowen Wang, Qin Wang, Lei Liu, Junjie Wang, Yang Zhang, Mingyuan Chu, Sen Hu, Yicheng Chen, Yue Shen, Cong Fan, Wangshu Zhang, Teng Xu, Jinjie Gu, Jing Zheng, Guannan Zhang:
From Beginner to Expert: Modeling Medical Knowledge into General LLMs. CoRR abs/2312.01040 (2023) - [i5]Junjie Wang, Yicheng Chen, Wangshu Zhang, Sen Hu, Teng Xu, Jing Zheng:
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation. CoRR abs/2312.16261 (2023) - [i4]Baokui Li, Sen Zhang, Wangshu Zhang, Yicheng Chen, Changlin Yang, Sen Hu, Teng Xu, Siye Liu, Jiwei Li:
S2M: Converting Single-Turn to Multi-Turn Datasets for Conversational Question Answering. CoRR abs/2312.16511 (2023) - 2022
- [j6]Yicheng Chen, Rick S. Blum, Martin Takác, Brian M. Sadler:
Distributed Learning With Sparsified Gradient Differences. IEEE J. Sel. Top. Signal Process. 16(3): 585-600 (2022) - [j5]Yicheng Chen, Rick S. Blum, Brian M. Sadler:
Communication-Efficient Federated Learning Using Censored Heavy Ball Descent. IEEE Trans. Signal Inf. Process. over Networks 8: 983-996 (2022) - [c4]Yicheng Chen, Rick S. Blum, Brian M. Sadler:
Communication Efficient Federated Learning via Ordered ADMM in a Fully Decentralized Setting. CISS 2022: 96-100 - [i3]Yicheng Chen, Rick S. Blum, Martin Takác, Brian M. Sadler:
Distributed Learning With Sparsified Gradient Differences. CoRR abs/2202.02491 (2022) - [i2]Yicheng Chen, Rick S. Blum, Brian M. Sadler:
Communication Efficient Federated Learning via Ordered ADMM in a Fully Decentralized Setting. CoRR abs/2202.02580 (2022) - [i1]Yicheng Chen, Rick S. Blum, Brian M. Sadler:
Communication-Efficient {Federated} Learning Using Censored Heavy Ball Descent. CoRR abs/2209.11944 (2022) - 2021
- [j4]Yicheng Chen, Rick S. Blum, Brian M. Sadler:
Ordering for Communication-Efficient Quickest Change Detection in a Decomposable Graphical Model. IEEE Trans. Signal Process. 69: 4710-4723 (2021) - 2020
- [c3]Yicheng Chen, Rick S. Blum, Brian M. Sadler:
Optimal Quickest Change Detection in Sensor Networks Using Ordered Transmissions. SPAWC 2020: 1-5 - [c2]Yicheng Chen, Brian M. Sadler, Rick S. Blum:
Ordered Gradient Approach for Communication-Efficient Distributed Learning. SPAWC 2020: 1-5
2010 – 2019
- 2019
- [j3]Yicheng Chen, Rick S. Blum:
On the Impact of Unknown Signals on Delay, Doppler, Amplitude, and Phase Parameter Estimation. IEEE Trans. Signal Process. 67(2): 431-443 (2019) - [j2]Yicheng Chen, Rick S. Blum, Brian M. Sadler, Jiangfan Zhang:
Testing the Structure of a Gaussian Graphical Model With Reduced Transmissions in a Distributed Setting. IEEE Trans. Signal Process. 67(20): 5391-5401 (2019) - 2018
- [c1]Yicheng Chen, Brian M. Sadler, Rick S. Blum:
Ordered Transmission for Efficient Wireless Autonomy. ACSSC 2018: 1299-1303 - 2017
- [j1]Hong-Xia Dou, Hou-Biao Li, Qingyu Fan, Yicheng Chen:
Signal Restoration Combining Modified Tikhonov Regularization and Preconditioning Technology. IEEE Access 5: 24275-24283 (2017)
Coauthor Index
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