Xinyi Chen
30 papers · 2018–2026 · 11 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (10) π Academic Marathon (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (10)
π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Cross-Pollinator
(10)
π€
Dynamic Duo
(12)
π
Triple Crown
π
Grand Slam
π§¬
Topic Evolution
π
Keyword Champion
(2)
π
Conference Pioneer
π
Trend Setter
ποΈ
Keyword Collector
(120)
β‘
Prolific Year
(9)
π₯
Unstoppable
(8)
π
Century Club
(27)
β
The Questioner
Conferences
ICML (5)
NIPS (5)
CVPR (4)
AAAI (3)
EMNLP (3)
ICLR (3)
COLT (2)
L4DC (2)
AACL (1)
ACL (1)
IJCAI (1)
Top co-authors
Keywords
large language model
(4)
online convex optimization
(4)
regret minimization
(3)
multimodal learning
(2)
regret bound
(2)
non-convex optimization
(2)
online control
(2)
robotic manipulation
(2)
language model
(2)
foundation model
(2)
online learning
(2)
instruction following
(2)
adaptive regularization
(2)
policy generalization
(2)
text generation
(2)
text classification
(1)
computer vision
(1)
convex optimization
(1)
transfer learning
(1)
reinforcement learning
(1)
Papers
Sonic4D: Spatial Audio Generation for Immersive 4D Scene Exploration
AAAI 2026
LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation
AAAI 2026
Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling
AAAI 2026
What if Othello-Playing Language Models Could See?
EMNLP 2025
LLMΓMapReduce: Simplified Long-Sequence Processing using Large Language Models
ACL 2025
GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
CVPR 2025
RoboGround: Robotic Manipulation with Grounded Vision-Language Priors
CVPR 2025
Toward Understanding In-context vs. In-weight Learning
ICLR 2025
Efficient First-Order Optimization on the Pareto Set for Multi-Objective Learning under Preference Guidance
ICML 2025
Achieving Linear Speedup and Near-Optimal Complexity for Decentralized Optimization over Row-stochastic Networks
ICML 2025
Provable Length Generalization in Sequence Prediction via Spectral Filtering
ICML 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing
IJCAI 2025
Preference Learning Algorithms Do Not Learn Preference Rankings
NIPS 2024
Adaptive Regret for Bandits Made Possible: Two Queries Suffice
ICLR 2024
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models
EMNLP 2024
Open Problem: Black-Box Reductions and Adaptive Gradient Methods for Nonconvex Optimization
COLT 2024
Online Control for Meta-optimization
NIPS 2023
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models
EMNLP 2023
Regret Guarantees for Online Deep Control
L4DC 2023
Sketchy: Memory-efficient Adaptive Regularization with Frequent Directions
NIPS 2023
Robust Online Control with Model Misspecification
L4DC 2022
Unsupervised 3D Shape Completion Through GAN Inversion
CVPR 2021
Black-Box Control for Linear Dynamical Systems
COLT 2021
Variational Relational Point Completion Network
CVPR 2021
Calibration, Entropy Rates, and Memory in Language Models
ICML 2020
Extreme Tensoring for Low-Memory Preconditioning
ICLR 2020
Label Representations in Modeling Classification as Text Generation
AACL 2020
Online Agnostic Boosting via Regret Minimization
NIPS 2020
Efficient Full-Matrix Adaptive Regularization
ICML 2019
Online Learning of Quantum States
NIPS 2018