Sheng Chen
19 papers · 2014–2026 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+9 more ↓ Show less ↑
π Academic Marathon (11) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (8) π Cross-Pollinator (14)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(35)
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
π
Keyword Champion
(3)
ποΈ
Keyword Collector
(92)
π
Century Club
(18)
π₯
Unstoppable
(9)
Conferences
NIPS (7)
AISTATS (2)
CVPR (2)
EMNLP (2)
IJCAI (2)
AAAI (1)
ACL (1)
COLT (1)
ICML (1)
Top co-authors
Research topics
Keywords
compressed sensing
(4)
sparse optimization
(3)
gaussian width
(3)
dantzig selector
(3)
k-support norm
(3)
high-dimensional regression
(3)
online learning
(2)
statistical guarantee
(2)
estimation error
(2)
multi-response regression
(2)
high-dimensional statistics
(2)
knowledge distillation
(1)
object detection
(1)
information extraction
(1)
game artificial intelligence
(1)
semi-supervised learning
(1)
multi-agent reinforcement learning
(1)
compressive sensing
(1)
task-oriented dialogue
(1)
convex optimization
(1)
Papers
OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning
ACL 2026
CoTD-PO: Chain-of-Thought Distillation with Preference Optimization
EMNLP 2025
A GlobalPointer based Robust Approach for Information Extraction from Dialog Transcripts
EMNLP 2022
MapGo: Model-Assisted Policy Optimization for Goal-Oriented Tasks
IJCAI 2021
Online Learning in Variable Feature Spaces under Incomplete Supervision
AAAI 2021
Towards Playing Full MOBA Games with Deep Reinforcement Learning
NIPS 2020
Online Learning from Capricious Data Streams: A Generative Approach
IJCAI 2019
Sparse Linear Isotonic Models
AISTATS 2018
An Improved Analysis of Alternating Minimization for Structured Multi-Response Regression
NIPS 2018
Alternating Estimation for Structured High-Dimensional Multi-Response Models
NIPS 2017
Robust Structured Estimation with Single-Index Models
ICML 2017
Structured Matrix Recovery via the Generalized Dantzig Selector
NIPS 2016
One-bit Compressed Sensing with the k-Support Norm
AISTATS 2015
Person Count Localization in Videos From Noisy Foreground and Detections
CVPR 2015
Structured Estimation with Atomic Norms: General Bounds and Applications
NIPS 2015
Open Problem: Restricted Eigenvalue Condition for Heavy Tailed Designs
COLT 2015
Generalized Dantzig Selector: Application to the k-support norm
NIPS 2014
Multi-Object Tracking via Constrained Sequential Labeling
CVPR 2014
Estimation with Norm Regularization
NIPS 2014