Siyu Chen
26 papers · 2021–2026 · 11 venues · across top CS/AI venues
This profile combines several different researchers. Authors are keyed by name, and this name's papers fall into 11 separate collaboration groups - the largest holds only 27% of them. Pick the group below that matches the researcher you mean. How a shared name is split.
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Which Siyu Chen?
5 groups of papers that share co-authors internally but none with each other - each most likely a different researcher. Pick one to see its papers.
with Zhuoran Yang, Zhaoran Wang, Tianhao Wang
7 papers
· 2021–2025
· ICML, NeurIPS, ICLR
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Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
ICLR 2025
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
ICML 2025
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
ICML 2024
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
NeurIPS 2024
Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model
ICML 2023
Adaptive Model Design for Markov Decision Process
ICML 2022
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic
NeurIPS 2021
6 papers whose co-authors appear nowhere else under this name
Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification
ACL 2026
Multi-Scale Temporal Neural Network for Stock Trend Prediction Enhanced by Temporal Hyepredge Learning
IJCAI 2025
WavRAG: Audio-Integrated Retrieval Augmented Generation for Spoken Dialogue Models
ACL 2025
Image Quality-Aware Diagnosis via Meta-Knowledge Co-Embedding
CVPR 2023
PyPose: A Library for Robot Learning With Physics-Based Optimization
CVPR 2023
DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction
NAACL 2022