Never Ignore the Significance of Different Anomalies: A Cost-Sensitive Algorithm Based on Loss Function for Anomaly Detection. - Hengyang Lu; Fei-yu Chen; Ming Xu 014; Chong-Jun Wang; Jun-Yuan Xie (ICTAI, 2015)

Biterm Pseudo Document Topic Model for Short Text. - Lan Jiang 001; Hengyang Lu; Ming Xu 014; Chongjun Wang (ICTAI, 2016)

Don't Forget the Quantifiable Relationship between Words: Using Recurrent Neural Network for Short Text Topic Discovery. - Hengyang Lu; Lu-Yao Xie; Ning Kang 005; Chong-Jun Wang; Jun-Yuan Xie (AAAI, 2017)

Topics may Evolve: Using Complaint Data for Analysis. - Lu-Yao Xie; Lu-Xia Wang; Heng-Yang Lu; Ning Li 013; Chong-Jun Wang (ICTAI, 2017)

Constructing Pseudo Documents with Semantic Similarity for Short Text Topic Discovery. - Heng-Yang Lu; Yun Li; Chi Tang; Chong-Jun Wang; Junyuan Xie (ICONIP (5), 2018)

Exploiting Global Semantic Similarity Biterms for Short-Text Topic Discovery. - Heng-Yang Lu; Gao-Jian Ge; Yun Li; Chong-Jun Wang; Jun-Yuan Xie (ICTAI, 2018)

Online Single Homogeneous Source Transfer Learning Based on AdaBoost. - Chen Qian; Hengyang Lu; Chongjun Wang (ICTAI, 2018)

Win-win Cooperation: A Novel Dual-Modal Dual-Label Algorithm for Membrane Proteins Function Pre-screen. - Yi Zhang 073; Zhecheng Zhang; Hao Cheng 014; Hengyang Lu; Lei Zhang 086; Chongjun Wang; Junyuan Xie (BIBM, 2019)

MALP: A More Effective Meta-Paths Based Link Prediction Method in Partially Aligned Heterogeneous Social Networks. - Kai Zhu; Meng Cao 004; Heng-Yang Lu (ICTAI, 2019)

GADGET: Using Gated GRU for Biomedical Event Trigger Detection. - Cheng Zeng; Yi Zhang 073; Heng-Yang Lu; Chong-Jun Wang (IJCNN, 2019)

TIMING 2.0: high-throughput single-cell profiling of dynamic cell-cell interactions by time-lapse imaging microscopy in nanowell grids. - Hengyang Lu; Jiabing Li; Melisa A. Martinez-Paniagua; Irfan N. Bandey; Amit Amritkar; Harjeet Singh; David Mayerich; Navin Varadarajan; Badrinath Roysam (Bioinform., 2019)

Utilizing Recurrent Neural Network for topic discovery in short text scenarios. - Heng-Yang Lu; Ning Kang 005; Yun Li; Qianyi Zhan; Jun-Yuan Xie; Chong-Jun Wang (Intell. Data Anal., 2019)

Multi-Entity Aspect-Based Sentiment Analysis with Context, Entity, Aspect Memory and Dependency Information. - Jun Yang 038; Runqi Yang; Hengyang Lu; Chongjun Wang; Junyuan Xie (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2019)

Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. - Aryan Mobiny; Hengyang Lu; Hien Van Nguyen; Badrinath Roysam; Navin Varadarajan (IEEE Trans. Medical Imaging, 2020)

Polysemy Needs Attention: Short-Text Topic Discovery With Global and Multi-Sense Information. - Heng-Yang Lu; Jun Yang 038; Yi Zhang 073; Zuoyong Li (IEEE Access, 2021)

A novel few-shot learning based multi-modality fusion model for COVID-19 rumor detection from online social media. - Hengyang Lu; Chenyou Fan; Xiaoning Song; Wei Fang 001 (PeerJ Comput. Sci., 2021)

One for "All": a unified model for fine-grained sentiment analysis under three tasks. - Hengyang Lu; Jun Yang 038; Cong Hu; Wei Fang 001 (PeerJ Comput. Sci., 2021)

SenU-PTM: a novel phrase-based topic model for short-text topic discovery by exploiting word embeddings. - Heng-Yang Lu; Yi Zhang 073; Yuntao Du 001 (Data Technol. Appl., 2021)

Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications. - Heng-Yang Lu; Chenyou Fan; Jun Yang 038; Cong Hu; Wei Fang 001; Xiao-Jun Wu 001 (COLING, 2022)

Pay Attention to the "Tails": A Novel Aspect-Fusion Model for Long-Tailed Aspect Category Detection. - Wei Nie; Hengyang Lu; Wei Fang 001 (PRICAI (2), 2022)

High-utility itemsets mining based on binary particle swarm optimization with multiple adjustment strategies. - Wei Fang 001; Qiang Zhang 036; Hengyang Lu; Jerry Chun-Wei Lin (Appl. Soft Comput., 2022)

Learning transferable and discriminative features for unsupervised domain adaptation. - Yuntao Du 001; Ruiting Zhang; Xiaowen Zhang; Yirong Yao; Hengyang Lu; Chongjun Wang (Intell. Data Anal., 2022)

LAMB: A novel algorithm of label collaboration based multi-label learning. - Yi Zhang 073; Zhecheng Zhang; Mingyuan Chen; Hengyang Lu; Lei Zhang 086; Chongjun Wang (Intell. Data Anal., 2022)

A deep neural networks-based fusion model for COVID-19 rumor detection from online social media. - Hengyang Lu; Jun Yang 038; Wei Fang 001; Xiaoning Song; Chongjun Wang (Data Technol. Appl., 2022)

A Novel Differentiable Rank Learning Method Towards Stock Movement Quantile Forecasting. - Chenyou Fan; Hengyang Lu; Aimin Huang (ECAI, 2023)

An efficient Bayesian network structure learning algorithm based on structural information. - Wei Fang 001; Weijian Zhang; Li Ma; Yunlin Wu; Kefei Yan; Hengyang Lu; Jun Sun 008; Xiaojun Wu 001; Bo Yuan (Swarm Evol. Comput., 2023)

Think More Ambiguity Less: A Novel Dual Interactive Model with Local and Global Semantics for Chinese Named Entity Recognition. - Yue Jia; Wei Fang 001; Heng-Yang Lu (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2023)

Mutual Information-Guided GA for Bayesian Network Structure Learning. - Kefei Yan; Wei Fang 001; Hengyang Lu; Xin Zhang 065; Jun Sun 008; Xiaojun Wu 001 (IEEE Trans. Knowl. Data Eng., 2023)

GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets (Extended Abstract). - Wei Fang 001; Haipeng Jiang; Hengyang Lu; Jun Sun 008; Xiaojun Wu 001; Jerry Chun-Wei Lin (ICDE, 2024)

Mutual Information-Guided GA for Bayesian Network Structure Learning (Extended Abstract). - Kefei Yan; Wei Fang 001; Hengyang Lu; Xin Zhang 065; Jun Sun 008; Xiaojun Wu 001 (ICDE, 2024)

A Novel MLLMs-Based Two-Stage Model for Zero-Shot Multimodal Sentiment Analysis. - Heng-Yang Lu; Xiao-Fei Li (PRICAI (2), 2024)

TeMME: Temporal Knowledge Graph Completion Using Multi-grade Multivector Embeddings. - Heng-Yang Lu; Hao-Kun Yu; Chenyou Fan; Qianyi Zhan; Wei Fang 001; Xiaojun Wu 001 (PRICAI (4), 2024)

JN666 at SemEval-2024 Task 7: NumEval: Numeral-Aware Language Understanding and Generation. - Xinyi Liu; Xintong Liu; Hengyang Lu (SemEval@NAACL, 2024)

GPU-Based Efficient Parallel Heuristic Algorithm for High-Utility Itemset Mining in Large Transaction Datasets. - Wei Fang 001; Haipeng Jiang; Hengyang Lu; Jun Sun 008; Xiaojun Wu 001; Jerry Chun-Wei Lin (IEEE Trans. Knowl. Data Eng., 2024)

Multi-region hierarchical surrogate-assisted quantum-behaved particle swarm optimization for expensive optimization problems. - Chao Li 069; Quanshu Zhang; Vasile Palade; Hengyang Lu; Jun Sun 008 (Expert Syst. Appl., 2025)

A novel span-based Knowledge-enhanced framework for aspect sentiment triplet extraction. - Hengyang Lu; Rui Cong; Wei Nie; Tianci Liu 009; Wei Fang 001 (Neurocomputing, 2025)

Enhancing few-shot out-of-distribution intent detection by reducing attention misallocation. - Hengyang Lu; Jia-ming Zhang; Yuntao Du 001; Chang Xia; Chongjun Wang; Wei Fang 001; Xiao-jun Wu 001 (Neurocomputing, 2025)

QAIE: LLM-based Quantity Augmentation and Information Enhancement for few-shot Aspect-Based Sentiment Analysis. - Hengyang Lu; Tianci Liu 009; Rui Cong; Jun Yang 038; Qiang Gan 004; Wei Fang 001; Xiaojun Wu 001 (Inf. Process. Manag., 2025)

Optimizing Metabolite Production with Neighborhood-Based Binary Quantum-Behaved Particle Swarm Optimization and Flux Balance Analysis. - Lidan Bai; Jun Sun 008; Vasile Palade; Chao Li 069; Hengyang Lu; Cong Gao (J. Comput. Biol., 2025)

Knowledge-guided prompt-based continual learning: Aligning task-prompts through contrastive hard negatives. - Hengyang Lu; Long-kang Lin; Chenyou Fan; Chongjun Wang; Wei Fang 001; Xiaojun Wu 001 (Knowl. Based Syst., 2025)

MuSIA: Exploiting multi-source information fusion with abnormal activations for out-of-distribution detection. - Hengyang Lu; Xin Guo; Wenyu Jiang; Chenyou Fan; Yuntao Du 001; Zhenhao Shao; Wei Fang 001; Xiaojun Wu 001 (Neural Networks, 2025)

Diversity-based adaptive differential evolution algorithm for multimodal optimization problems. - Chao Li 069; Yuhan Zhai; Vasile Palade; Wei Fang 001; Hengyang Lu; Li Mao; Jun Sun 008 (Swarm Evol. Comput., 2025)

A novel efficient bi-objective evolutionary algorithm for frequent and high utility itemsets mining. - Li Ma; Chongyang Li; Hengyang Lu; Wei Fang 001; Jerry Chun-Wei Lin (Memetic Comput., 2025)

Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models. - Yifan Jia; Kailin Jiang; Yuyang Liang; Qihan Ren; Yi Xin 003; Rui Yang; Fenze Feng; Mingcai Chen; Hengyang Lu; Haozhe Wang 002; Xiaoye Qu; Dongrui Liu; et al. (CoRR, 2025)