Sirui Li
14 papers · 2020–2026 · 9 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (42) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
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(72)
Venues
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Research topics
Machine Learning
(10)
Deep Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Optimization & Theory
(5)
Computer Science
(4)
Core Methods
(4)
Natural Language Processing
(3)
Mathematics & Optimization
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Applications
(2)
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(2)
Learning Paradigms
(2)
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(2)
Keywords
transfer learning
(3)
combinatorial optimization
(3)
neural network
(2)
named entity recognition
(2)
domain adaptation
(2)
robust statistics
(1)
sample efficiency
(1)
deep reinforcement learning
(1)
model-based learning
(1)
speech separation
(1)
multilingual nlp
(1)
data augmentation
(1)
reinforcement learning
(1)
emotion detection
(1)
speech enhancement
(1)
adversarial training
(1)
text classification
(1)
outlier detection
(1)
markov decision process
(1)
representation learning
(1)
Papers
MirrorNet: High-fidelity and Scalable Network Emulation for Software-defined WAN
NSDI 2026
DocSpiral: A Platform for Integrated Assistive Document Annotation through Human-in-the-Spiral
ACL 2025
Learning-Guided Rolling Horizon Optimization for Long-Horizon Flexible Job-Shop Scheduling
ICLR 2025
SpeechRefiner: Towards Perceptual Quality Refinement for Front-End Algorithms
Interspeech 2025
Towards Foundation Models for Mixed Integer Linear Programming
ICLR 2025
Model-Based Transfer Learning for Contextual Reinforcement Learning
NeurIPS 2024
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents
EMNLP 2024
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs
NeurIPS 2024
Learning to Configure Separators in Branch-and-Cut
NeurIPS 2023
CASIA at SemEval-2022 Task 11: Chinese Named Entity Recognition for Complex and Ambiguous Entities
SemEval 2022
CASIA@SMM4Hβ22: A Uniform Health Information Mining System for Multilingual Social Media Texts
COLING 2022
The Impact of Task Underspecification in Evaluating Deep Reinforcement Learning
NeurIPS 2022
Learning to delegate for large-scale vehicle routing
NeurIPS 2021
Conditional Linear Regression
AISTATS 2020