Rui Men
7 papers · 2016–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Learning Types · Deep Learning
(3)
Architectures
(2)
Core Methods
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory
(1)
Keywords
multimodal learning
(3)
large language model
(3)
image generation
(2)
visual grounding
(1)
cross-modal retrieval
(1)
semantic alignment
(1)
sequence-to-sequence learning
(1)
image-text pair
(1)
mixture of expert
(1)
zero-shot transfer
(1)
image-text retrieval
(1)
robustness evaluation
(1)
expert specialization
(1)
reasoning benchmark
(1)
commonsense reasoning
(1)
load balancing
(1)
relation alignment
(1)
interactive reasoning
(1)
token representation
(1)
bilingual benchmark
(1)
Papers
MTR-Bench: A Comprehensive Benchmark for Multi-Turn Reasoning Evaluation
ACL 2026
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models
ACL 2025
HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning
ACL 2025
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
ICML 2022
Learning Relation Alignment for Calibrated Cross-modal Retrieval
ACL 2021
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis
NeurIPS 2021
Natural Language Inference by Tree-Based Convolution and Heuristic Matching
ACL 2016