Xinyue Wang
13 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (31)
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Century Club Β· Bronze
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(5)
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Research topics
Machine Learning
(11)
Artificial Intelligence
(8)
Core AI
(8)
Core Methods
(7)
Deep Learning
(4)
Learning Types
(4)
Application Areas
(3)
Architectures
(3)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(2)
resource consumption
(2)
reinforcement learning
(2)
contrastive learning
(1)
vision transformer
(1)
domain generalization
(1)
adversarial learning
(1)
information bottleneck
(1)
self-supervised learning
(1)
robust classification
(1)
code generation
(1)
automatic speech recognition
(1)
llm evaluation
(1)
data perturbation
(1)
distribution shift
(1)
saliency detection
(1)
grassmann manifold
(1)
event forecasting
(1)
speech intelligibility
(1)
domain adaptation
(1)
Papers
ESMC: MLLM-Based Embedding Selection for Explainable Multiple Clustering
AAAI 2026
FairGC: Fostering Individual and Group Fairness for Deep Graph Clustering
AAAI 2026
AIRepr: An Analyst-Inspector Framework for Evaluating Reproducibility of LLMs in Data Science
EMNLP 2025
Crabs: Consuming Resource via Auto-generation for LLM-DoS Attack under Black-box Settings
ACL 2025
Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting
EMNLP 2025
Modeling Unseen Environments with Language-guided Composable Causal Components in Reinforcement Learning
ICLR 2025
PD3F: A Pluggable and Dynamic DoS-Defense Framework against resource consumption attacks targeting Large Language Models
EMNLP 2025
Towards Generalizable Reinforcement Learning via Causality-Guided Self-Adaptive Representations
ICLR 2025
Recognizable Information Bottleneck
IJCAI 2023
SatFormer: Saliency-Guided Abnormality-Aware Transformer for Retinal Disease Classification in Fundus Image
IJCAI 2022
Interpretable Image Recognition by Constructing Transparent Embedding Space
ICCV 2021
Deep Generative Model for Robust Imbalance Classification
CVPR 2020
Utterance Selection for Optimizing Intelligibility of TTS Voices Trained on ASR Data
Interspeech 2017