Mingkuan Feng
6 papers · 2025–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
⭐
Rising Star
(6)
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Research topics
Keywords
large language model
(3)
contrastive learning
(1)
image segmentation
(1)
benchmark evaluation
(1)
model selection
(1)
model robustness
(1)
mathematical reasoning
(1)
in-context learning
(1)
dialogue generation
(1)
autoregressive generation
(1)
visual reasoning
(1)
monte carlo tree search
(1)
noise analysis
(1)
multimodal large language model
(1)
hallucination mitigation
(1)
retrieval-augmented generation
(1)
layer-wise pruning
(1)
model routing
(1)
multimodal reasoning
(1)
structured pruning
(1)
Papers
AStar: Boosting Multimodal Reasoning with Automated Structured Thinking
AAAI 2026
Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction
CVPR 2026
Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models
ACL 2026
Two-Stage Regularization-Based Structured Pruning for LLMs
ACL 2026
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