Yuxuan Gu
19 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (52) π€ Dynamic Duo (15)
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Prolific Year Β· Productive
ποΈ
Keyword Collector
(108)
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Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(16)
Core AI Β· Artificial Intelligence
(16)
Deep Learning
(12)
Machine Learning
(11)
Natural Language Processing
(9)
Models
(8)
Learning Types Β· Deep Learning
(7)
Application Areas
(5)
Learning Types Β· Machine Learning
(5)
Optimization & Theory
(5)
Generation
(4)
Resources & Methods
(4)
Applications
(3)
Computer Vision
(2)
Core AI Β· Computer Vision
(2)
Keywords
large language model
(7)
controllable text generation
(2)
vision-language model
(2)
hallucination mitigation
(2)
text generation
(2)
knowledge distillation
(2)
retrieval-augmented generation
(2)
distributional perspective
(2)
visual question answering
(1)
factual accuracy
(1)
information bottleneck
(1)
question answering
(1)
image generation
(1)
language modeling
(1)
attention mechanism
(1)
text classification
(1)
instruction following
(1)
hierarchical clustering
(1)
multimodal interaction
(1)
self-supervised learning
(1)
Papers
Masked Auto-Regressive Variational Acceleration: Fast Inference Makes Practical Reinforcement Learning
CVPR 2026
MPR-GUI: Benchmarking and Enhancing Multilingual Perception and Reasoning in GUI Agents
ACL 2026
Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
ACL 2026
TeRA: Vector-based Random Tensor Network for High-Rank Adaptation of Large Language Models
ACL 2026
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
ACL 2025
Context-Aware Hierarchical Taxonomy Generation for Scientific Papers via LLM-Guided Multi-Aspect Clustering
EMNLP 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
ACL 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
EMNLP 2025
Improving Contextual Faithfulness of Large Language Models via Retrieval Heads-Induced Optimization
ACL 2025
Improving Visual and Downstream Performance of Low-Light Enhancer with Vision Foundation Models Collaboration
CVPR 2025
Length Controlled Generation for Black-box LLMs
ACL 2025
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation
ACL 2024
Discrete Modeling via Boundary Conditional Diffusion Processes
NeurIPS 2024
Extending Context Window of Large Language Models from a Distributional Perspective
EMNLP 2024
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
ACL 2024
Learning Fine-Grained Grounded Citations for Attributed Large Language Models
ACL 2024
Controllable Text Generation via Probability Density Estimation in the Latent Space
ACL 2023
A Distributional Lens for Multi-Aspect Controllable Text Generation
EMNLP 2022
Improving Controllable Text Generation with Position-Aware Weighted Decoding
ACL 2022