Graph-Based Deep-Tree Recursive Neural Network (DTRNN) for Text Classification. - Fenxiao Chen; Bin Wang 040; C.-C. Jay Kuo (SLT, 2018)

Post-Processing of Word Representations via Variance Normalization and Dynamic Embedding. - Bin Wang 040; Fenxiao Chen; Angela Wang; C.-C. Jay Kuo (CoRR, 2018)

Deepwalk-assisted Graph PCA (DGPCA) for Language Networks. - Fenxiao Chen; Bin Wang 040; C.-C. Jay Kuo (ICASSP, 2019)

K-Covers for Active Learning in Image Classification. - Yeji Shen; Yuhang Song 003; Hanhan Li; Shahab Kamali; Bin Wang 040; C.-C. Jay Kuo (ICME Workshops, 2019)

Evaluating Word Embedding Models: Methods and Experimental Results. - Bin Wang 040; Angela Wang; Fenxiao Chen; Yuncheng Wang; C.-C. Jay Kuo (CoRR, 2019)

Graph Representation Learning: A Survey. - Fenxiao Chen; Yuncheng Wang; Bin Wang 040; C.-C. Jay Kuo (CoRR, 2019)

Efficient Sentence Embedding via Semantic Subspace Analysis. - Bin Wang 040; Fenxiao Chen; Yuncheng Wang; C.-C. Jay Kuo (ICPR, 2020)

Hand Gesture Recognition and motion estimation using the Kinect Sensor. - Bin Wang 040; Yunze Li; Haoxiang Lang; Ying Wang 035 (Mechatron. Syst. Control., 2020)

SBERT-WK: A Sentence Embedding Method by Dissecting BERT-Based Word Models. - Bin Wang 040; C.-C. Jay Kuo (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Hierarchical Bit-Wise Differential Coding (HBDC) of Point Cloud Attributes. - Yan Huang; Bin Wang 040; C.-C. Jay Kuo; Hui Yuan 001; Jingliang Peng (ICASSP, 2021)

Inductive Learning on Commonsense Knowledge Graph Completion. - Bin Wang 040; Guangtao Wang; Jing Huang 019; Jiaxuan You; Jure Leskovec; C.-C. Jay Kuo (IJCNN, 2021)

AnomalyHop: An SSL-based Image Anomaly Localization Method. - Kaitai Zhang; Bin Wang 040; Wei Wang 352; Fahad Sohrab; Moncef Gabbouj; C.-C. Jay Kuo (VCIP, 2021)

Dynamic Texture Synthesis by Incorporating Long-range Spatial and Temporal Correlations. - Kaitai Zhang; Bin Wang 040; Hong-Shuo Chen; Ye Wang 013; Shiyu Mou; C.-C. Jay Kuo (CoRR, 2021)

Just Rank: Rethinking Evaluation with Word and Sentence Similarities. - Bin Wang 040; C.-C. Jay Kuo; Haizhou Li 001 (ACL (1), 2022)

Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework. - Yiming Chen 010; Yan Zhang 004; Bin Wang 040; Zuozhu Liu; Haizhou Li 001 (EMNLP, 2022)

Analyzing and Evaluating Faithfulness in Dialogue Summarization. - Bin Wang 040; Chen Zhang 020; Yan Zhang 004; Yiming Chen 010; Haizhou Li 001 (EMNLP, 2022)

CompoundE: Knowledge Graph Embedding with Translation, Rotation and Scaling Compound Operations. - Xiou Ge; Yuncheng Wang; Bin Wang 040; C.-C. Jay Kuo (CoRR, 2022)

A Focused Study on Sequence Length for Dialogue Summarization. - Bin Wang 040; Chen Zhang 020; Chengwei Wei; Haizhou Li 001 (CoRR, 2022)

CORE: A knowledge graph entity type prediction method via complex space regression and embedding. - Xiou Ge; Yuncheng Wang; Bin Wang 040; C.-C. Jay Kuo (Pattern Recognit. Lett., 2022)

KGBoost: A classification-based knowledge base completion method with negative sampling. - Yuncheng Wang; Xiou Ge; Bin Wang 040; C.-C. Jay Kuo (Pattern Recognit. Lett., 2022)

Task-specific dependency-based word embedding methods. - Chengwei Wei; Bin Wang 040; C.-C. Jay Kuo (Pattern Recognit. Lett., 2022)

PEDENet: Image anomaly localization via patch embedding and density estimation. - Kaitai Zhang; Bin Wang 040; C.-C. Jay Kuo (Pattern Recognit. Lett., 2022)

Compounding Geometric Operations for Knowledge Graph Completion. - Xiou Ge; Yun-Cheng Wang; Bin Wang 040; C.-C. Jay Kuo (ACL (1), 2023)

GreenKGC: A Lightweight Knowledge Graph Completion Method. - Yuncheng Wang; Xiou Ge; Bin Wang 040; C.-C. Jay Kuo (ACL (1), 2023)

Instructive Dialogue Summarization with Query Aggregations. - Bin Wang 040; Zhengyuan Liu; Nancy F. Chen (EMNLP, 2023)

Relational Sentence Embedding for Flexible Semantic Matching. - Bin Wang 040; Haizhou Li 001 (RepL4NLP@ACL, 2023)

An Overview on Language Models: Recent Developments and Outlook. - Chengwei Wei; Yun-Cheng Wang; Bin Wang 040; C.-C. Jay Kuo (CoRR, 2023)

Knowledge Graph Embedding with 3D Compound Geometric Transformations. - Xiou Ge; Yun-Cheng Wang; Bin Wang 040; C.-C. Jay Kuo (CoRR, 2023)

Enhancing Black-Box Few-Shot Text Classification with Prompt-Based Data Augmentation. - Danqing Luo; Chen Zhang 020; Jiahui Xu; Bin Wang 040; Yiming Chen 010; Yan Zhang 004; Haizhou Li 001 (CoRR, 2023)

AsyncET: Asynchronous Learning for Knowledge Graph Entity Typing with Auxiliary Relations. - Yun-Cheng Wang; Xiou Ge; Bin Wang 040; C.-C. Jay Kuo (CoRR, 2023)

Knowledge Graph Embedding: An Overview. - Xiou Ge; Yun-Cheng Wang; Bin Wang 040; C.-C. Jay Kuo (CoRR, 2023)

Synwmd: Syntax-aware word Mover's distance for sentence similarity evaluation. - Chengwei Wei; Bin Wang 040; C.-C. Jay Kuo (Pattern Recognit. Lett., 2023)

GraphHop: An Enhanced Label Propagation Method for Node Classification. - Tian Xie 005; Bin Wang 040; C.-C. Jay Kuo (IEEE Trans. Neural Networks Learn. Syst., 2023)

In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models. - Ayrton San Joaquin; Bin Wang 040; Zhengyuan Liu; Philippe Muller; Nicholas Asher; Brian Lim; Nancy F. Chen (EMNLP (Findings), 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (EMNLP, 2024)

Resilience of Large Language Models for Noisy Instructions. - Bin Wang 040; Chengwei Wei; Zhengyuan Liu; Geyu Lin; Nancy F. Chen (EMNLP (Findings), 2024)

AsyncET: Asynchronous Representation Learning for Knowledge Graph Entity Typing. - Yun-Cheng Wang; Xiou Ge; Bin Wang 040; C.-C. Jay Kuo (KDD, 2024)

SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning. - Bin Wang 040; Zhengyuan Liu; Xin Huang; Fangkai Jiao; Yang Ding; AiTi Aw; Nancy F. Chen (NAACL-HLT, 2024)

CRAFT: Extracting and Tuning Cultural Instructions from the Wild. - Bin Wang 040; Geyu Lin; Zhengyuan Liu; Chengwei Wei; Nancy F. Chen (CoRR, 2024)

SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages. - Holy Lovenia; Rahmad Mahendra; Salsabil Maulana Akbar; Lester James V. Miranda; Jennifer Santoso; Elyanah Aco; Akhdan Fadhilah; Jonibek Mansurov; Joseph Marvin Imperial; Onno Pepijn Kampman; Joel Ruben Antony Moniz; Muhammad Ravi Shulthan Habibi; et al. (CoRR, 2024)

MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models. - Yingxu He; Zhuohan Liu; Shuo Sun; Bin Wang 040; Wenyu Zhang; Xunlong Zou; Nancy F. Chen; Ai Ti Aw (CoRR, 2024)

CoinMath: Harnessing the Power of Coding Instruction for Math LLMs. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Guimei Liu; Nancy F. Chen (CoRR, 2024)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (ACL (1), 2025)

CoinMath: Harnessing the Power of Coding Instruction for Math LLM. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Guimei Liu; Nancy F. Chen (ACL (Findings), 2025)

CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment. - Geyu Lin; Bin Wang 040; Zhengyuan Liu; Nancy F. Chen (COLING Workshops, 2025)

MoWE-Audio: Multitask AudioLLMs with Mixture of Weak Encoders. - Wenyu Zhang; Shuo Sun; Bin Wang 040; Xunlong Zou; Zhuohan Liu; Yingxu He; Geyu Lin; Nancy F. Chen; Ai Ti Aw (ICASSP, 2025)

AudioBench: A Universal Benchmark for Audio Large Language Models. - Bin Wang 040; Xunlong Zou; Geyu Lin; Shuo Sun; Zhuohan Liu; Wenyu Zhang; Zhengyuan Liu; AiTi Aw; Nancy F. Chen (NAACL (Long Papers), 2025)

Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models. - Bin Wang 040; Xunlong Zou; Shuo Sun; Wenyu Zhang; Yingxu He; Zhuohan Liu; Chengwei Wei; Nancy F. Chen; AiTi Aw (CoRR, 2025)

MERaLiON-TextLLM: Cross-Lingual Understanding of Large Language Models in Chinese, Indonesian, Malay, and Singlish. - Xin Huang; Tarun Kumar Vangani; Minh Duc Pham; Xunlong Zou; Bin Wang 040; Zhengyuan Liu; Ai Ti Aw (CoRR, 2025)

Crowdsource, Crawl, or Generate? Creating SEA-VL, a Multicultural Vision-Language Dataset for Southeast Asia. - Samuel Cahyawijaya; Holy Lovenia; Joel Ruben Antony Moniz; Tack Hwa Wong; Mohammad Rifqi Farhansyah; Thant Thiri Maung; Frederikus Hudi; David Anugraha; Muhammad Ravi Shulthan Habibi; Muhammad Reza Qorib; Amit Agarwal; Joseph Marvin Imperial; et al. (CoRR, 2025)

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems. - Chengwei Wei; Bin Wang 040; Jung-Jae Kim 001; Nancy F. Chen (CoRR, 2025)

IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models. - Yiming Gao; Bin Wang 040; Chengwei Wei; Shuo Sun; AiTi Aw (CoRR, 2025)

Beyond Classification: Towards Speech Emotion Reasoning with Multitask AudioLLMs. - Wenyu Zhang; Yingxu He; Geyu Lin; Zhuohan Liu; Shuo Sun; Bin Wang 040; Xunlong Zou; Jeremy H. M. Wong; Qiongqiong Wang; Hardik B. Sailor; Nancy F. Chen; Ai Ti Aw (CoRR, 2025)

Zero-Shot Relation Classification Through Inference on Category Attributes. - Yan Xiao; Yaochu Jin; Bin Wang 040; Yan Zhang 004; Kuangrong Hao; Haizhou Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)