Fangzhen Lin
10 papers · 2015–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Half
π
Renaissance Researcher
(7)
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The Questioner
π
Century Club Β· Bronze
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Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Applications
(3)
Deep Learning
(2)
Reinforcement Learning
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Understanding
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Keywords
abstract meaning representation
(2)
language model
(2)
reinforcement learning
(2)
deep reinforcement learning
(2)
amr parsing
(2)
logical reasoning
(1)
question answering
(1)
text classification
(1)
data augmentation
(1)
knowledge transfer
(1)
game theory
(1)
knowledge representation
(1)
semantic parsing
(1)
reading comprehension
(1)
machine reading comprehension
(1)
self-supervised learning
(1)
semantic representation
(1)
robust reinforcement learning
(1)
knowledge base
(1)
mathematical reasoning
(1)
Papers
Deduction with Induction: Combining Knowledge Discovery and Reasoning for Interpretable Deep Reinforcement Learning
IJCAI 2025
To Code or not to Code? Adaptive Tool Integration for Math Language Models via Expectation-Maximization
ACL 2025
Adjustable Robust Reinforcement Learning for Online 3D Bin Packing
NeurIPS 2023
Evaluate AMR Graph Similarity via Self-supervised Learning
ACL 2023
AMR-DA: Data Augmentation by Abstract Meaning Representation
ACL 2022
Incorporating EDS Graph for AMR Parsing
ACL 2021
Parameterized Logical Theories
AAAI 2021
XRJL-HKUST at SemEval-2021 Task 4: WordNet-Enhanced Dual Multi-head Co-Attention for Reading Comprehension of Abstract Meaning
SemEval 2021
Nice Invincible Strategy for the Average-Payoff IPD
AAAI 2020
Characterizing Causal Action Theories and Their Implementations in Answer Set Programming: Action Languages B, C, and Beyond
IJCAI 2015