Perouz Taslakian
14 papers · 2019–2026 · 9 conferences · across top CS/AI conferences
Achievements
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๐ Academic Marathon (6) ๐ Conference Polyglot (8) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Cross-Pollinator (11)
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Cross-Pollinator
(11)
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Renaissance Researcher
(7)
๐บ๏ธ
Taxonomy Completionist
(28)
๐ค
Dynamic Duo
(10)
๐ฅ
Mega-Team
(39)
๐งฌ
Topic Evolution
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Triple Crown
๐
Century Club
(13)
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Trend Setter
๐ฅ
Unstoppable
(5)
โก
Prolific Year
(5)
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Conference Pioneer
Conferences
ICLR (4)
EMNLP (2)
ICML (2)
CLEAR (1)
CVPR (1)
EACL (1)
IJCAI (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
knowledge hypergraph
(2)
large language model
(2)
knowledge graph completion
(2)
link prediction
(2)
visual question answering
(1)
question answering
(1)
benchmark evaluation
(1)
document understanding
(1)
causal discovery
(1)
language model evaluation
(1)
code generation
(1)
hypergraph embedding
(1)
sketch recognition
(1)
benchmark dataset
(1)
multimodal large language model
(1)
multimodal learning
(1)
vision-language model
(1)
inference efficiency
(1)
context-conditional modeling
(1)
language model
(1)
Papers
StarFlow: Generating Structured Workflow Outputs From Sketch Images
EACL 2026
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text
ICLR 2025
WebMMU: A Benchmark for Multimodal Multilingual Website Understanding and Code Generation
EMNLP 2025
InsightBench: Evaluating Business Analytics Agents Through Multi-Step Insight Generation
ICLR 2025
BigDocs: An Open Dataset for Training Multimodal Models on Document and Code Tasks
ICLR 2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
ICML 2025
RepLiQA: A Question-Answering Dataset for Benchmarking LLMs on Unseen Reference Content
NIPS 2024
A Sparsity Principle for Partially Observable Causal Representation Learning
ICML 2024
Multi-View Causal Representation Learning with Partial Observability
ICLR 2024
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
EMNLP 2024
Knowledge Hypergraph Embedding Meets Relational Algebra
JMLR 2023
Typing assumptions improve identification in causal discovery
CLEAR 2022
Knowledge Hypergraphs: Prediction Beyond Binary Relations
IJCAI 2020
Context-Aware Visual Compatibility Prediction
CVPR 2019