Shiqi He
4 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
federated learning
(1)
information retrieval
(1)
model aggregation
(1)
linear programming
(1)
communication efficiency
(1)
data heterogeneity
(1)
optimization modeling
(1)
controlled generation
(1)
web agent
(1)
anchor sampling
(1)
partial client participation
(1)
large language model
(1)
operations research
(1)
tree-structured reasoning
(1)
automatic formulation
(1)
optimization model
(1)
action memory
(1)
Papers
Branch-and-Browse: Efficient and Controllable Web Exploration with Tree-Structured Reasoning and Action Memory
ACL 2026
MatchGen: Detecting Medical Abnormal Region by Generating Matched Normal Regions
MICCAI 2025
Anchor Sampling for Federated Learning with Partial Client Participation
ICML 2023
Augmenting Operations Research with Auto-Formulation of Optimization Models From Problem Descriptions
EMNLP 2022