Qimeng Wang
5 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Natural Language Processing
(1)
Architectures
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Resources & Methods
(1)
Keywords
mixture of depth
(2)
reinforcement learning
(1)
catastrophic forgetting
(1)
benchmark evaluation
(1)
computer vision
(1)
multimodal learning
(1)
video understanding
(1)
efficient computing
(1)
vision-language model
(1)
memory optimization
(1)
inference efficiency
(1)
retrieval-augmented generation
(1)
multi-image understanding
(1)
distribution alignment
(1)
video-language model
(1)
latency optimization
(1)
model performance
(1)
knowledge retention
(1)
vision token
(1)
large language model
(1)
Papers
Anti-Length Shift: Dynamic Outlier Truncation for Training Efficient Reasoning Models
ACL 2026
MoDification: Mixture of Depths Made Easy
NAACL 2025
RealBench: A Chinese Multi-image Understanding Benchmark Close to Real-world Scenarios
EMNLP 2025
SelfAug: Mitigating Catastrophic Forgetting in Retrieval-Augmented Generation via Distribution Self-Alignment
EMNLP 2025
VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation
NeurIPS 2024