Tingyu Song
7 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(22)
⭐
Rising Star
(7)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Natural Language Processing
(4)
Computer Science
(3)
Deep Learning
(3)
Machine Learning
(3)
Applications · Natural Language Processing
(3)
Applications · Computer Science
(3)
Learning Types
(2)
Models
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Generation
(1)
Keywords
large language model
(4)
information retrieval
(4)
reasoning-intensive retrieval
(2)
image editing
(1)
instruction following
(1)
computational efficiency
(1)
feedback generation
(1)
synthetic data generation
(1)
semantic similarity
(1)
synthetic data
(1)
multimodal large language model
(1)
evaluation benchmark
(1)
retrieval-augmented generation
(1)
multimodal understanding
(1)
video question answering
(1)
retrieval augmentation
(1)
model efficiency
(1)
multimodal embedding
(1)
video evaluation
(1)
composed image retrieval
(1)
Papers
A Survey of Reasoning-Intensive Retrieval: Progress and Challenges
ACL 2026
Rethinking Composed Image Retrieval Evaluation: A Fine-Grained Benchmark from Image Editing
ACL 2026
Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
ACL 2026
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers
EMNLP 2025
IFIR: A Comprehensive Benchmark for Evaluating Instruction-Following in Expert-Domain Information Retrieval
NAACL 2025
LimRank: Less is More for Reasoning-Intensive Information Reranking
EMNLP 2025
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos
ACL 2025