Xu Shi
6 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(10)
⚡
Prolific Year · Productive
Top co-authors
Research topics
Keywords
bilevel optimization
(2)
convex optimization
(2)
domain adaptation
(1)
composite optimization
(1)
natural gradient descent
(1)
collaborative learning
(1)
robot manipulation
(1)
proximal gradient
(1)
convergence rate
(1)
synthetic data
(1)
parameter-efficient tuning
(1)
observational data
(1)
vision-language-action model
(1)
root cause analysis
(1)
confounding adjustment
(1)
bisection method
(1)
unmeasured confounding
(1)
mixture of adapter
(1)
bias adjustment
(1)
nested optimization
(1)
Papers
InternData-A1: Pioneering High-Fidelity Synthetic Data for Pre-training Generalist Policy
CVPR 2026
Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls
JMLR 2024
mABC: Multi-Agent Blockchain-inspired Collaboration for Root Cause Analysis in Micro-Services Architecture
EMNLP 2024
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method
AISTATS 2024
OWL: A Large Language Model for IT Operations
ICLR 2024
Penalty-based Methods for Simple Bilevel Optimization under Hölderian Error Bounds
NeurIPS 2024