Siyin Wang
12 papers · 2022–2026 · 6 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 Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (41) ποΈ Keyword Collector (69)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(12)
Machine Learning
(6)
Natural Language Processing
(4)
Application Areas
(4)
Learning Types Β· Machine Learning
(4)
Deep Learning
(2)
Reinforcement Learning
(2)
Robotics
(2)
Applications
(2)
Capabilities
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Computer Vision
(1)
Keywords
multimodal learning
(3)
vision-language model
(3)
robotic manipulation
(2)
sentiment analysis
(2)
world model
(2)
causal inference
(2)
reinforcement learning
(2)
domain adaptation
(1)
in-context learning
(1)
domain generalization
(1)
preference learning
(1)
cross-domain learning
(1)
text generation
(1)
information retrieval
(1)
conversational search
(1)
hyperparameter optimization
(1)
visual reasoning
(1)
implicit sentiment
(1)
preference optimization
(1)
bayesian inference
(1)
Papers
LIBERO-Plus: A Progressive Robustness Benchmark for Visual-Language-Action Models
CVPR 2026
SRPO: Self-Referential Policy Optimization for Vision-Language-Action Models
CVPR 2026
Audio Large Language Models Can Be Descriptive Speech Quality Evaluators
ICLR 2025
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning
EMNLP 2025
QualiSpeech: A Speech Quality Assessment Dataset with Natural Language Reasoning and Descriptions
ACL 2025
Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
NAACL 2025
VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search
ACL 2025
World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning
ACL 2025
Bayesian Example Selection Improves In-Context Learning for Speech, Text and Visual Modalities
EMNLP 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis
COLING 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
ACL 2024
Causal Intervention Improves Implicit Sentiment Analysis
COLING 2022