Sihong Xie
14 papers · 2016–2026 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (33) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15) π Renaissance Researcher (7)
π
Conference Polyglot
(7)
π
Academic Marathon
(9)
π
Century Club
(13)
β‘
Prolific Year
(6)
Conferences
ICLR (3)
NIPS (3)
AAAI (2)
IJCAI (2)
UAI (2)
ACL (1)
COLING (1)
Top co-authors
Keywords
retrieval-augmented generation
(2)
faithfulness hallucination
(2)
multi-armed bandit
(2)
adversarial training
(2)
adversarial robustness
(1)
maximum entropy
(1)
metric learning
(1)
uncertainty quantification
(1)
certified robustness
(1)
data augmentation
(1)
rumor detection
(1)
question answering
(1)
knowledge graph question answering
(1)
label accuracy
(1)
inverse reinforcement learning
(1)
feature attribution
(1)
exploration-exploitation tradeoff
(1)
closed-form solution
(1)
face verification
(1)
bayesian inference
(1)
Papers
REFO: Reinforced Evolutionary Faithfulness Optimization for Large Language Models
AAAI 2026
Explanations of GNN on Evolving Graphs via Axiomatic Layer edges
ICLR 2025
Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs
AAAI 2025
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models
ACL 2025
MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity
COLING 2025
Wasserstein-Regularized Conformal Prediction under General Distribution Shift
ICLR 2025
Budget Allocation Exploiting Label Correlation between Instances
UAI 2025
Linear Uncertainty Quantification of Graphical Model Inference
NIPS 2024
Enhancing Robustness of Graph Neural Networks on Social Media with Explainable Inverse Reinforcement Learning
NIPS 2024
Training for Stable Explanation for Free
NIPS 2024
A Differential Geometric View and Explainability of GNN on Evolving Graphs
ICLR 2023
Optimal Budget Allocation for Crowdsourcing Labels for Graphs
UAI 2023
SEVEN: Deep Semi-supervised Verification Networks
IJCAI 2017
Item Recommendation for Emerging Online Businesses
IJCAI 2016