Guangnan Ye
11 papers · 2013–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
ποΈ
Keyword Collector
(71)
π
Trend Setter
π
Century Club Β· Bronze
β
The Questioner
π
Conference Pioneer
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Application Areas
(4)
Learning Types Β· Deep Learning
(4)
Computer Vision
(3)
Applications
(3)
Learning Types Β· Machine Learning
(3)
Computer Science
(2)
Analysis
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Keywords
large language model
(4)
adversarial robustness
(1)
foundation model
(1)
responsible ai
(1)
classifier combination
(1)
distribution shift
(1)
dynamic time warping
(1)
alternating direction method
(1)
entropy reduction
(1)
knowledge graph
(1)
adversarial attack
(1)
diffusion model
(1)
reward hacking
(1)
reward model
(1)
structure learning
(1)
cross-domain benchmark
(1)
influence function
(1)
3d generation
(1)
debiasing method
(1)
image classification
(1)
Papers
GQLBench: A Large-Scale Cross-Domain, Cross-Dialect Benchmark for NL2GQL
ACL 2026
PRISM: Probabilistic Reward Model with Inherent Structural Modeling
ACL 2026
Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
ACL 2026
Are LLMs Rational Investors? A Study on the Financial Bias in LLMs
ACL 2025
StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts
CVPR 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025
CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph
AAAI 2024
R3-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL
EMNLP 2024
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation
ACL 2021
Large-Scale Video Hashing via Structure Learning
ICCV 2013
Sample-Specific Late Fusion for Visual Category Recognition
CVPR 2013