Zhihao Xu
11 papers · 2024–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π Century Club Β· Bronze π Renaissance Researcher (5)
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Optimization & Theory
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Applications Β· Natural Language Processing
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Keywords
large language model
(4)
model interpretability
(2)
autonomous driving
(2)
representation learning
(1)
variational inference
(1)
visual question answering
(1)
spectral clustering
(1)
preference optimization
(1)
multimodal learning
(1)
safety alignment
(1)
visual localization
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bird's eye view
(1)
multimodal interaction
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optimal transport
(1)
concept-based explanation
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perturbation analysis
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alternating optimization
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multimodal retrieval
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adversarial attack
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subspace clustering
(1)
Papers
Information-Theoretic Decomposition for Multimodal Interaction Learning
CVPR 2026
PAM: Enhancing General Alignment of Large Reasoning Models through Priority-Aware Metacognition
ACL 2026
SAVE: Speech-Aware Video Representation Learning for Video-Text Retrieval
CVPR 2026
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text
ACL 2026
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation
ACL 2025
MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving
CVPR 2025
U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration
ICCV 2025
An Optimal Transport View for Subspace Clustering and Spectral Clustering
AAAI 2024
Evaluating Readability and Faithfulness of Concept-based Explanations
EMNLP 2024
KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding
ECCV 2024
Uncovering Safety Risks of Large Language Models through Concept Activation Vector
NeurIPS 2024