Sandeep Polisetty
5 papers · 2021–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Analysis
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
multimodal large language model
(2)
knowledge boundary
(2)
confidence calibration
(1)
fine-grained detection
(1)
instruction tuning
(1)
model pruning
(1)
knowledge graph
(1)
hallucination mitigation
(1)
weight pruning
(1)
token pruning
(1)
parameter efficiency
(1)
large vision-language model
(1)
layer-wise pruning
(1)
hallucination detection
(1)
multimodal reasoning
(1)
multimodal alignment
(1)
confidence estimation
(1)
fake news detection
(1)
reasoning chain
(1)
large language model
(1)
Papers
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
EMNLP 2025
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
ACL 2025
TAMP: Token-Adaptive Layerwise Pruning in Multimodal Large Language Models
ACL 2025
Unveiling the Lack of LVLM Robustness to Fundamental Visual Variations: Why and Path Forward
ACL 2025
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection
ACL 2021