Bin Wang

Agency for Science, Technology and Research — Singapore

Computer Science · Physical Sciences

23h-index2.4kcitations148works3.22yr avg
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Research Topics

Topic Modeling(77), Natural Language Processing Techniques(59), Multimodal Machine Learning Applications(20), Advanced Graph Neural Networks(19), Domain Adaptation and Few-Shot Learning(16)

Publications148 total

Research progress on edge cracking behavior and mechanisms of steel strip during rolling process: A review
Journal of Manufacturing Processes·2025
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization
2025· 1 cited
An intelligent cross-process prediction model integrating the mechanistic model and LSTM
Journal of Physics Conference Series·2025Open Access
Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs
arXiv (Cornell University)·2025Open Access
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders
2025
MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore
2025Open Access
MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish
arXiv (Cornell University)·2024Open Access
MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders
arXiv (Cornell University)·2024Open Access
AsyncET: Asynchronous Representation Learning for Knowledge Graph Entity Typing
2024· 3 citedOpen Access
DSDL: Data Set Description Language for Bridging Modalities and Tasks in AI Data
arXiv (Cornell University)·2024Open Access
Resilience of Large Language Models for Noisy Instructions
arXiv (Cornell University)·2024· 2 citedOpen Access
In-Context Learning for Few-Shot Nested Named Entity Recognition
2024· 8 cited
Knowledge Graph Embedding: An Overview
APSIPA Transactions on Signal and Information Processing·2024· 36 citedOpen Access
In-Context Learning for Few-Shot Nested Named Entity Recognition
arXiv (Cornell University)·2024· 1 citedOpen Access
MSAM: Deep Semantic Interaction Network for Visual Question Answering
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2024
JEAPC: A Joint Extraction Model of Action Sequence from Chinese Instructions for Home Service Robot
Lecture notes in computer science·2024
UAV Swarm Coordination Based on Intelligent Microservices
Lecture notes in mechanical engineering·2023
Instructive Dialogue Summarization with Query Aggregations
arXiv (Cornell University)·2023· 1 citedOpen Access
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
arXiv (Cornell University)·2023· 4 citedOpen Access
Two-Stream Xception Structure Based on Feature Fusion for DeepFake Detection
International Journal of Computational Intelligence Systems·2023· 12 citedOpen Access
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Frequent Co-authors

C.‐C. Jay Kuo(7), Zhendong Mao(6), Chunxiao Liu(5), Yongdong Zhang(5), Tianzhu Zhang(4), Bing Xue(4), Bowen Yu(4), Xiou Ge(4), Yanan Sun(3), Jun Zhang(3), Mengge Xue(3), Zhenyu Zhang(3), Tingwen Liu(3), Yun Cheng Wang(3), C.-C. Jay Kuo(3), Haizhou Li(3), Yun-Cheng Wang(2), Hongtao Xie(2), Xi Zhu(2), Peng Zhang(2)