Weijie Shi
17 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (34) 🌍 Conference Polyglot · Bronze ⭐ Rising Star (17) 🤝 Dynamic Duo (11)
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Keyword Collector
(80)
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Prolific Year · Prolific
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Century Club · Bronze
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Research topics
Artificial Intelligence
(14)
Core AI
(14)
Machine Learning
(11)
Natural Language Processing
(6)
Application Areas
(5)
Optimization & Theory
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Applications
(3)
Learning Types · Deep Learning
(3)
Knowledge & Reasoning
(2)
Generation
(2)
Reasoning
(2)
Computer Vision
(1)
Keywords
large language model
(7)
retrieval-augmented generation
(3)
hallucination detection
(2)
reinforcement learning
(2)
automated reasoning
(2)
mathematical reasoning
(1)
transfer learning
(1)
neural network pruning
(1)
chain-of-thought reasoning
(1)
question answering
(1)
preference optimization
(1)
language model training
(1)
cross-modal transfer
(1)
ai safety
(1)
benchmark evaluation
(1)
mutual information
(1)
information theoretic
(1)
attention mechanism
(1)
contextual retrieval
(1)
formal verification
(1)
Papers
Active Multi-source Domain Adaptation for Multimodal Fake News Detection
AAAI 2026
KCVR: Knowledge-Centric Video Reconstruction for Structured Pedagogical Summarization via Dynamic Graph Planning
ACL 2026
Perception, Understanding and Reasoning: A Multimodal Benchmark for Video Fake News Detection
ACL 2026
ReTRE: Benchmarking LLM Transfer Robustness with Structure-Preserving Variants
ACL 2026
RSDA: Restoring Stale Data Affinity via Dynamic Renovation Strategy for Mitigating Data Scarcity
ACL 2026
TacpAgent: Enhancing Student Engagement in Classroom Exercises Through LLM-Generated Feedback
AAAI 2026
TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models
AAAI 2026
Benchmarking Multi-National Value Alignment for Large Language Models
ACL 2025
DIDS: Domain Impact-aware Data Sampling for Large Language Model Training
EMNLP 2025
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation
ACL 2025
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists
ACL 2025
InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective
ICML 2025
LegalReasoner: Step-wised Verification-Correction for Legal Judgment Reasoning
ACL 2025
Making RALM Robust to Irrelevant Contexts via Layer Knowledge Guided Attention
ACL 2025
PIP: Perturbation-based Iterative Pruning for Large Language Models
EMNLP 2025
RaDIO: Real-Time Hallucination Detection with Contextual Index Optimized Query Formulation for Dynamic Retrieval Augmented Generation
AAAI 2025
Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving
EMNLP 2025