Sanchit Sinha
8 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (14) π Academic Marathon (5)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
AAAI (2)
EMNLP (2)
IJCAI (2)
ICCV (1)
INTERSPEECH (1)
Top co-authors
Keywords
neurosymbolic reasoning
(2)
vision-language model
(2)
contrastive learning
(2)
concept learning
(2)
text classification
(1)
model robustness
(1)
adversarial robustness
(1)
speech recognition
(1)
natural language processing
(1)
visual grounding
(1)
adversarial training
(1)
parameter-efficient learning
(1)
attention mechanism
(1)
adversarial attack
(1)
foundation model
(1)
adversarial perturbation
(1)
self-supervised learning
(1)
hallucination mitigation
(1)
model explanation
(1)
domain adaptation
(1)
Papers
Concept-RuleNet: Grounded Multi-Agent Neurosymbolic Reasoning in Vision Language Models
AAAI 2026
ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers
IJCAI 2025
COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models
EMNLP 2025
GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability
ICCV 2025
A Self-explaining Neural Architecture for Generalizable Concept Learning
IJCAI 2024
Understanding and Enhancing Robustness of Concept-Based Models
AAAI 2023
Donβt Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters
INTERSPEECH 2023
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing
EMNLP 2021