default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSiyu Chen 0001
Person information
- unicode name: 陈思宇
- affiliation: Yale University, Department of Statistics and Data Science, New Haven, CT, USA
Other persons with the same name
- Siyu Chen — disambiguation page
- Siyu Chen 0002
![[0000-0002-5726-8345]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5726-8345")
— Zhejiang University, College of Computer Science, Hangzhou, China - Siyu Chen 0003 — Nanjing Hydraulic Research Institute, Nanjing, China (and 2 more)
- Siyu Chen 0004 — Jimei University, School of Computer Engineering, Xiamen, China
- Siyu Chen 0005 — China Energy Engineering Corporation, Changsha, Hunan, China
- Siyu Chen 0006 — Cornell University, Ithaca, NY, USA
- Siyu Chen 0007 — Rutgers University, Piscataway, NJ, USA
- Siyu Chen 0008 — University of Science and Technology Beijing, Beijing, China
- Siyu Chen 0009 — Tsinghua University, Beijing, China
- Siyu Chen 0010 — Changchun University of Chinese Medicine, Changchun, Jilin, China
- Siyu Chen 0011 — Kunming University of Science and Technology, Kunming, China
- Siyu Chen 0012 — Arc Institute, Palo Alto, CA, USA
- Siyu Chen 0013 — Harbin Institute of Technology, Harbin, Heilongjiang, China
- Siyu Chen 0014 — Shenzhen University, China
- Siyu Chen 0015 — Shandong University of Science and Technology, Qingdao, Shandong, China
- Siyu Chen 0016 — Xi'an University of Science and Technology, Xi'an, Shaanxi, China
- Siyu Chen 0017 — Hunan University, Changsha, China
- Siyu Chen 0018 — University of Electronic Science and Technology of China, Chengdu, China
- Siyu Chen 0019 — Chengdu University of Information Technology, Chengdu, China
- Siyu Chen 0020 — Chongqing University, Chongqing, China
- Siyu Chen 0021 — University of Science and Technology Beijing, Beijing, China
- Siyu Chen 0022 — Technical University of Munich, Munich, Germany
- Siyu Chen 0023 — Zhejiang University of Technology, Hangzhou, Zhejiang, China
- Siyu Chen 0024 — Northwestern Polytechnical University, Xi'an, China
- Siyu Chen 0025 — Beijing Institute of Technology, Beijing, China
- Siyu Chen 0026 — Beijing Forestry University, Beijing, China
- Siyu Chen 0027 — Xihua University, Chengdu, China
- Siyu Chen 0028 — Southwest University of Science and Technology, Mianyang, Sichuan, China
- Siyu Chen 0029 — Jilin University, Changchun, China
- Siyu Chen 0030 — University of Southern California, Los Angeles, CA, USA
- Siyu Chen 0031 — Tokyo Institute of Technology, Tokyo, Japan
- Siyu Chen 0032 — University of Science and Technology Beijing, Beijing, China
- Siyu Chen 0033 — Zhongnan University of Economics and Law, Wuhan, Hubei, China
- Siyu Chen 0034 — Macau University of Science and Technology, Macao, SAR, China
- Siyu Chen 0035 — Changchun University of Technology, Changchun, China
- Siyu Chen 0036 — Nanyang Technological University, Singapore
- Siyu Chen 0037 — Nantong University, Nantong, Jiangsu, China
- Siyu Chen 0038 — Lanzhou University, Lanzhou, China
- Siyu Chen 0039 — Yunnan Normal University, Kunming, Yunnan, China
- Siyu Chen 0040 — VeriMake, Nanjing, China
- Siyu Chen 0041 — China Southern Power Grid, Guangzhou, China
- Siyu Chen 0042 — Massachusetts Institute of Technology, Cambridge, MA, USA
- Siyu Chen 0043 — Sun Yat-sen University, Zhuhai, Guangdong, China
- Siyu Chen 0044 — Monash University, Clayton, VIC, Australia
- Siyu Chen 0045 — Hong Kong University of Science and Technology, Hong Kong, SAR, China
- Siyu Chen 0046 — Nantong University, Nantong, Jiangsu, China
- Siyu Chen 0047 — Aerial Survey and Remote Sensing Bureau of China Coal Geology Administration, China
- Siyu Chen 0048 — Northwestern University, Evanston, IL, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
[c7]Siyu Chen, Beining Wu, Miao Lu, Zhuoran Yang, Tianhao Wang:
Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model. ICLR 2025- [i11]Siyu Chen, Heejune Sheen, Xuyuan Xiong, Tianhao Wang, Zhuoran Yang:
Taming Polysemanticity in LLMs: Provable Feature Recovery via Sparse Autoencoders. CoRR abs/2506.14002 (2025) - 2024
- [c6]Siyu Chen, Heejune Sheen, Tianhao Wang, Zhuoran Yang:
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality (extended abstract). COLT 2024: 4573 - [c5]Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang:
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems. ICML 2024: 17807-17841 - [c4]Siyu Chen, Heejune Sheen, Tianhao Wang, Zhuoran Yang:
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers. NeurIPS 2024 - [i10]Siyu Chen, Heejune Sheen, Tianhao Wang, Zhuoran Yang:
Training Dynamics of Multi-Head Softmax Attention for In-Context Learning: Emergence, Convergence, and Optimality. CoRR abs/2402.19442 (2024) - [i9]Heejune Sheen, Siyu Chen, Tianhao Wang, Harrison H. Zhou:
Implicit Regularization of Gradient Flow on One-Layer Softmax Attention. CoRR abs/2403.08699 (2024) - [i8]Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang:
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems. CoRR abs/2405.19883 (2024) - [i7]Jibang Wu, Siyu Chen, Mengdi Wang, Huazheng Wang, Haifeng Xu:
Contractual Reinforcement Learning: Pulling Arms with Invisible Hands. CoRR abs/2407.01458 (2024) - [i6]Xinyang Hu, Fengzhuo Zhang, Siyu Chen, Zhuoran Yang:
Unveiling the Statistical Foundations of Chain-of-Thought Prompting Methods. CoRR abs/2408.14511 (2024) - [i5]Siyu Chen, Heejune Sheen, Tianhao Wang, Zhuoran Yang:
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers. CoRR abs/2409.10559 (2024) - 2023
- [c3]Siyu Chen, Jibang Wu, Yifan Wu, Zhuoran Yang:
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model. ICML 2023: 5194-5218 - [i4]Siyu Chen, Jibang Wu, Yifan Wu, Zhuoran Yang:
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model. CoRR abs/2303.08613 (2023) - [i3]Siyu Chen, Yitan Wang, Zhaoran Wang, Zhuoran Yang:
A Unified Framework of Policy Learning for Contextual Bandit with Confounding Bias and Missing Observations. CoRR abs/2303.11187 (2023) - [i2]Siyu Chen, Mengdi Wang, Zhuoran Yang:
Actions Speak What You Want: Provably Sample-Efficient Reinforcement Learning of the Quantal Stackelberg Equilibrium from Strategic Feedbacks. CoRR abs/2307.14085 (2023) - 2022
- [c2]Siyu Chen, Donglin Yang, Jiayang Li, Senmiao Wang, Zhuoran Yang, Zhaoran Wang:
Adaptive Model Design for Markov Decision Process. ICML 2022: 3679-3700 - 2021
- [c1]Yufeng Zhang, Siyu Chen, Zhuoran Yang, Michael I. Jordan, Zhaoran Wang:
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic. NeurIPS 2021: 15993-16006 - [i1]Yufeng Zhang, Siyu Chen, Zhuoran Yang, Michael I. Jordan, Zhaoran Wang:
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic. CoRR abs/2112.13530 (2021)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2026-03-29 22:48 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
