Man Luo
20 papers · 2020–2025 · 9 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🗺️ Taxonomy Completionist (50) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(10)
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Keyword Champion
(2)
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Renaissance Researcher
(8)
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Keyword Collector
(115)
Top co-authors
Research topics
Deep Learning
(12)
Artificial Intelligence
(11)
Machine Learning
(11)
Core AI
(11)
Natural Language Processing
(10)
Applications · Natural Language Processing
(9)
Learning Types · Deep Learning
(7)
Architectures
(5)
Computer Vision
(4)
Application Areas
(4)
Learning Types · Machine Learning
(4)
Core Methods
(3)
Data Science & Analytics
(2)
Analysis
(2)
Applications · Data Science & Analytics
(2)
Keywords
information retrieval
(4)
question answering
(3)
visual question answering
(3)
multi-task learning
(2)
neural retriever
(2)
knowledge distillation
(2)
knowledge retrieval
(2)
vision-language model
(2)
passage ranking
(2)
large language model
(2)
pre-training task
(2)
pre-trained language model
(2)
weakly supervised learning
(1)
knowledge transfer
(1)
logical reasoning
(1)
benchmark evaluation
(1)
contrastive learning
(1)
domain adaptation
(1)
text generation
(1)
policy optimization
(1)
Papers
BGM: Demand Prediction for Expanding Bike-Sharing Systems with Dynamic Graph Modeling
IJCAI 2025
DeepLA-Net: Very Deep Local Aggregation Networks for Point Cloud Analysis
CVPR 2025
High-Fidelity Road Network Generation with Latent Diffusion Models
IJCAI 2025
Probing Semantic Routing in Large Mixture-of-Expert Models
EMNLP 2025
Refining Text-to-Image Generation: Towards Accurate Training-Free Glyph-Enhanced Image Generation
WACV 2025
Revolve: Optimizing AI Systems by Tracking Response Evolution in Textual Optimization
ICML 2025
SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs
ICML 2025
LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models
ACL 2024
A Study on the Efficiency and Generalization of Light Hybrid Retrievers
ACL 2023
End-to-end Knowledge Retrieval with Multi-modal Queries
ACL 2023
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context
NAACL 2022
Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering
ACL 2022
Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness
ACL 2022
Improving Biomedical Information Retrieval with Neural Retrievers
AAAI 2022
In-BoXBART: Get Instructions into Biomedical Multi-Task Learning
NAACL 2022
Neural Retriever and Go Beyond: A Thesis Proposal
NAACL 2022
Privacy-Preserving Face Recognition in the Frequency Domain
AAAI 2022
‘Just because you are right, doesn’t mean I am wrong’: Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks
EACL 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering
EMNLP 2021
Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning
IJCAI 2020