Weitao Ma
15 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (37) 🤝 Dynamic Duo (15)
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Keyword Collector
(79)
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Century Club · Bronze
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Prolific Year · Productive
Venues
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Research topics
Artificial Intelligence
(14)
Core AI · Artificial Intelligence
(14)
Machine Learning
(8)
Natural Language Processing
(8)
Resources & Methods
(7)
Application Areas
(6)
Deep Learning
(5)
Learning Types · Machine Learning
(5)
Learning Types · Deep Learning
(4)
Learning Paradigms
(2)
Computer Vision
(1)
Applications
(1)
Core AI · Computer Vision
(1)
Generation
(1)
Models
(1)
Keywords
large language model
(10)
hallucination mitigation
(4)
vision-language model
(2)
knowledge distillation
(2)
knowledge transfer
(1)
code generation
(1)
ensemble learning
(1)
cross-lingual transfer
(1)
mathematical reasoning
(1)
question answering
(1)
preference optimization
(1)
text summarization
(1)
factual accuracy
(1)
multilingual summarization
(1)
multimodal interaction
(1)
model merging
(1)
machine unlearning
(1)
cross-modal representation
(1)
cross-lingual alignment
(1)
knowledge editing
(1)
Papers
Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation
AAAI 2026
Fine-Mem: Fine-Grained Feedback Alignment for Long-Horizon Memory Management
ACL 2026
ImplicitMemBench: Measuring Unconscious Behavioral Adaptation in Large Language Models
ACL 2026
LangGPS: Language Separability Guided Data Pre-Selection for Joint Multilingual Instruction Tuning
AAAI 2026
Stratagem: Learning Transferable Reasoning via Trajectory-Modulated Game Self-Play
ACL 2026
Alleviating Hallucinations from Knowledge Misalignment in Large Language Models via Selective Abstention Learning
ACL 2025
CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning
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
One for All: Update Parameterized Knowledge Across Multiple Models with Once Edit
ACL 2025
Unveiling Entity-Level Unlearning for Large Language Models: A Comprehensive Analysis
COLING 2025
Advancing Large Language Model Attribution through Self-Improving
EMNLP 2024
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarization
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