Jinyang Wu
11 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (29) 🌍 Conference Polyglot · Bronze ⭐ Rising Star (11) ⚡ Prolific Year · Productive
💎
Century Club · Bronze
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Speech & Audio
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large language model
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benchmark evaluation
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mathematical reasoning
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reinforcement learning
(1)
imitation learning
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visual perception
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model selection
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model robustness
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multimodal large language model
(1)
in-context learning
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speech recognition
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question answering
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speech processing
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language modeling
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visual reasoning
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emotion recognition
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monte carlo tree search
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noise analysis
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curriculum learning
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Papers
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking
AAAI 2026
Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models
ACL 2026
Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism
ACL 2026
From Imitation to Discrimination: Toward a Generalized Curriculum Advantage Mechanism Enhancing Cross-Domain Reasoning Tasks
AAAI 2026
GUI-CEval: A Hierarchical and Comprehensive Chinese Benchmark for Mobile GUI Agents
CVPR 2026
SPARK: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
ACL 2026
Two-Stage Regularization-Based Structured Pruning for LLMs
ACL 2026
Benchmarking Contextual and Paralinguistic Reasoning in Speech-LLMs: A Case Study with In-the-Wild Data
EMNLP 2025
Code-switching Mediated Sentence-level Semantic Learning
AAAI 2025
Pandora’s Box or Aladdin’s Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models
ACL 2025
RadialRouter: Structured Representation for Efficient and Robust Large Language Models Routing
EMNLP 2025