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2025

Guiding Prototype Networks with label semantics for few-shot text classificationXinyue Liu 0002, Yunlong Gao, Linlin Zong, Wenxin Liang, Bo Xu 0009. PR, 164:111497, 2025. [doi]

Prototype Tuning: A Meta-Learning Approach for Few-Shot Document-Level Relation Extraction with Large Language ModelsDinghao Pan, Yuanyuan Sun 0002, Bo Xu 0009, Jiru Li, Zhihao Yang, Ling Luo 0001, Hongfei Lin, Jian Wang 0021. naacl 2025: 1112-1128 [doi]

Continual learning with high-order experience replay for dynamic network embeddingZhizheng Wang, Yuanyuan Sun 0002, Xiaokun Zhang, Bo Xu 0009, Zhihao Yang, Hongfei Lin. PR, 159:111093, 2025. [doi]

Span-based syntactic feature fusion for aspect sentiment triplet extractionGuangtao Xu, Zhihao Yang, Bo Xu 0009, Ling Luo 0001, Hongfei Lin. inffus, 120:103078, 2025. [doi]

Distilling implicit multimodal knowledge into large language models for zero-resource dialogue generationBo Zhang, Hui Ma, Jian Ding, Jian Wang 0021, Bo Xu 0009, Hongfei Lin. inffus, 118:102985, 2025. [doi]

Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News DetectionLinlin Zong, Wenmin Lin, Jiahui Zhou, Xinyue Liu 0002, Xianchao Zhang 0001, Bo Xu 0009, Shimin Wu. AAAI 2025: 1237-1245 [doi]

2024

Dual cycle generative adversarial networks for web searchYuan Lin 0001, Chengxuan Ying, Bo Xu 0009, Hongfei Lin. asc, 153:111293, 2024. [doi]

MPHDetect: Multi-View Prompting and Hypergraph Fusion for Malevolence Detection in DialoguesBo Xu 0009, Xuening Qiao, Hongfei Lin, Linlin Zong. CIKM 2024: 4133-4137 [doi]

Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire ModellingBo Xu 0009, Longjiao Li, Wei Luo, Mehdi Naseriparsa, Zhehuan Zhao, Hongfei Lin, Feng Xia 0001. COLING 2024: 2318-2328 [doi]

Biomedical Event Extraction as Semantic SegmentationLiangyu Gao, Zhihao Yang, Jinzhong Ning, Kai Ma, Lei Wang 0085, Wei Liu, Yin Zhang 0009, Ling Luo 0001, Bo Xu 0009, Jian Wang 0021, Yumeng Yang, Zhehuan Zhao, Yuanyuan Sun 0002, Hongfei Lin. bibm 2024: 3218-3221 [doi]

Document-level Biomedical Relation Extraction Based on Relation-guided Entity-level GraphsLiangyu Gao, Zhihao Yang, Haixin Tan, Lei Wang 0085, Wei Liu, Yin Zhang 0009, Ling Luo 0001, Bo Xu 0009, Jian Wang 0021, Yumeng Yang, Zhehuan Zhao, Yuanyuan Sun 0002, Hongfei Lin. bibm 2024: 3214-3217 [doi]

Document Embeddings Enhance Biomedical Retrieval-Augmented GenerationYongle Kong, Zhihao Yang, Ling Luo 0001, Zeyuan Ding, Lei Wang 0085, Wei Liu, Yin Zhang 0009, Bo Xu 0009, Jian Wang 0021, Yuanyuan Sun 0002, Zhehuan Zhao, Hongfei Lin. bibm 2024: 962-967 [doi]

Biomedical Document-level Relation Extraction with Coreference and Anaphor GraphsJiru Li, Yuanyuan Sun 0002, Zhihao Yang, Ling Luo 0001, Lei Wang 0085, Wei Liu, Yin Zhang 0009, Bo Xu 0009, Jian Wang 0021, Yumeng Yang, Zhehuan Zhao, Hongfei Lin. bibm 2024: 982-987 [doi]

Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the TasksXinyue Liu, Yunlong Gao, Linlin Zong, Bo Xu 0009. emnlp 2024: 223-235 [doi]

Conditional Diffusion Model for Open-ended Video Question AnsweringXinyue Liu, Jiahui Wan, Linlin Zong, Bo Xu 0009. mm 2024: 9057-9066 [doi]

Temporal Knowledge Graph Reasoning with Dynamic Hypergraph EmbeddingXinyue Liu, Jianan Zhang, Chi Ma, Wenxin Liang, Bo Xu 0009, Linlin Zong. COLING 2024: 15742-15751 [doi]

Take Its Essence, Discard Its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectJunyu Lu, Bo Xu 0009, Xiaokun Zhang, Kaiyuan Liu, Dongyu Zhang, Liang Yang, Hongfei Lin. COLING 2024: 15566-15578 [doi]

A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in ConversationsHui Ma, Jian Wang 0021, Hongfei Lin, Bo Zhang, Yi-Jia Zhang 0001, Bo Xu 0009. tmm, 26:776-788, 2024. [doi]

Topic-aware cosine graph convolutional neural network for short text classificationChangrong Min, Yonghe Chu, Hongfei Lin, Bolin Wang, Liang Yang 0003, Bo Xu 0009. soco, 28(13-14):8119-8132, July 2024. [doi]

Don't Click the Bait: Title Debiasing News Recommendation via Cross-Field Contrastive LearningYijie Shu, Xiaokun Zhang, Youlin Wu, Bo Xu 0009, Liang Yang 0003, Hongfei Lin. nlpcc 2025: 224-236 [doi]

Efficient Knowledge Graph Embedding Framework to Alleviate Data Sparsity for Polypharmacy Side Effects PredictionSenbo Tu, Zhihao Yang, Lei Wang 0085, Wei Liu, Yin Zhang 0009, Ling Luo 0001, Bo Xu 0009, Jian Wang 0021, Yumeng Yang, Zhehuan Zhao, Hongfei Lin. bibm 2024: 5127-5134 [doi]

PclGPT: A Large Language Model for Patronizing and Condescending Language DetectionHongbo Wang, LiMingDa LiMingDa, Junyu Lu, Hebin Xia, Liang Yang 0003, Bo Xu 0009, Ruizhu Liu, Hongfei Lin. emnlp 2024: 6913-6928 [doi]

DUTIR938 at SemEval-2024 Task 4: Semi-Supervised Learning and Model Ensemble for Persuasion Techniques Detection in MemesErchen Yu, Junlong Wang, Xuening Qiao, Jiewei Qi, Zhaoqing Li, Hongfei Lin, Linlin Zong, Bo Xu 0009. semeval 2024: 642-648 [doi]

Beyond Co-Occurrence: Multi-Modal Session-Based RecommendationXiaokun Zhang, Bo Xu 0009, Fenglong Ma, Chenliang Li, Liang Yang 0003, Hongfei Lin. tkde, 36(4):1450-1462, April 2024. [doi]

LegalATLE: an active transfer learning framework for legal triple extractionHaiguang Zhang, Yuanyuan Sun 0002, Bo Xu 0009, Hongfei Lin. apin, 54(24):12835-12850, December 2024. [doi]

Correction to: LegalATLE: an active transfer learning framework for legal triple extractionHaiguang Zhang, Yuanyuan Sun 0002, Bo Xu 0009, Hongfei Lin. apin, 54(24):13179, December 2024. [doi]

Bi-preference Learning Heterogeneous Hypergraph Networks for Session-based RecommendationXiaokun Zhang, Bo Xu 0009, Fenglong Ma, Chenliang Li, Yuan Lin 0001, Hongfei Lin. tois, 42(3), May 2024. [doi]

Multi-modal Deep Emotion-Cause Pair Extraction for Video CorpusQianli Zhao, Linlin Zong, Bo Xu 0009, Xianchao Zhang 0001, Xinyue Liu. icpr 2025: 451-466 [doi]

Video-Context Aligned Transformer for Video Question AnsweringLinlin Zong, Jiahui Wan, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu 0009. AAAI 2024: 19795-19803 [doi]

Self-Supervised Deep Multiview Spectral ClusteringLinlin Zong, Faqiang Miao, Xianchao Zhang, Wenxin Liang, Bo Xu 0009. tnn, 35(3):4299-4308, March 2024. [doi]

RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph CompletionLinlin Zong, Zhenrong Xie, Chi Ma, Xinyue Liu, Xianchao Zhang 0001, Bo Xu 0009. COLING 2024: 13919-13928 [doi]

Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News DetectionLinlin Zong, Jiahui Zhou, Wenmin Lin, Xinyue Liu, Xianchao Zhang 0001, Bo Xu 0009. acl 2014: 10817-10826 [doi]

Emotion-cause pair extraction via knowledge-driven multi-classification and graph-based position embeddingLinlin Zong, Jinglin Zhang, Jiahui Zhou, Xianchao Zhang, Bo Xu 0009. apin, 54(3):2703-2715, February 2024. [doi]

2023

A novel few-shot learning approach for the classification of histological images of liver tumorsBo Xu 0009, Qirui Wang, Longjiao Li, Jinqiao Yang, Hongfei Lin, Feng Ding 0004. bibm 2023: 1604-1609 [doi]

Hate Speech Detection via Dual Contrastive LearningJunyu Lu, Hongfei Lin, Xiaokun Zhang, Zhaoqing Li, Tongyue Zhang, Linlin Zong, Fenglong Ma, Bo Xu 0009. taslp, 31:2787-2795, 2023. [doi]

Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and ReactionChangrong Min, XiMing Li, Liang Yang 0003, Zhilin Wang, Bo Xu 0009, Hongfei Lin. acl 2023: 10172-10183 [doi]

Finding hate speech with auxiliary emotion detection from self-training multi-label learning perspectiveChangrong Min, Hongfei Lin, XiMing Li, He Zhao, Junyu Lu, Liang Yang 0003, Bo Xu 0009. inffus, 96:214-223, August 2023. [doi]

SEDGCN: Sentiment Enhanced Dual Graph Convolutional Networks for Detecting Adverse Drug ReactionsYunzhi Qiu, Xiaokun Zhang, Weiwei Wang, Youlin Wu, Bo Xu 0009, Haifeng Liu, Hongfei Lin. bibm 2023: 2183-2186 [doi]

Adversarial Training and Model Ensemble for User Feedback Prediciton in Conversation SystemJunlong Wang, Yongqi Leng, Xinyu Zhai, Linlin Zong, Hongfei Lin, Bo Xu 0009. nlpcc 2023: 366-375 [doi]

An Early Depression Detection Model on Social Media using Emotional and Causal FeaturesLinlin Zong, Jian Zheng, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu 0009. bibm 2023: 4856-4858 [doi]

2022

Context-aware ranking refinement with attentive semi-supervised autoencodersBo Xu 0009, Hongfei Lin, Yuan Lin 0001, Kan Xu. soco, 26(24):13941-13952, December 2022. [doi]

Cognitive Knowledge-aware Social Recommendation via Group-enhanced Ranking ModelBo Xu 0009, Hongfei Lin, Liang Yang 0003, Yuan Lin 0001, Kan Xu. cogcom, 14(3):1055-1067, 2022. [doi]

RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video ClipsBo Xu 0009, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao, Linlin Zong, Hongfei Lin, Fenglong Ma. COLING 2022: 3342-3352 [doi]

Memeplate: A Chinese Multimodal Dataset for Humor Understanding in Meme TemplatesZefeng Li, Hongfei Lin, Liang Yang 0003, Bo Xu 0009, Shaowu Zhang 0002. nlpcc 2022: 527-538 [doi]

Dual constraints and adversarial learning for fair recommendersHaifeng Liu, Nan Zhao, Xiaokun Zhang, Hongfei Lin, Liang Yang 0003, Bo Xu 0009, Yuan Lin 0001, Wenqi Fan. kbs, 239:108058, 2022. [doi]

Perceived individual fairness with a molecular representation for medicine recommendationsHaifeng Liu, Hongfei Lin, Bo Xu 0009, Nan Zhao, Dongzhen Wen, Xiaokun Zhang, Yuan Lin 0001. kbs, 247:108755, 2022. [doi]

Mitigating sensitive data exposure with adversarial learning for fairness recommendation systemsHaifeng Liu, Yukai Wang, Hongfei Lin, Bo Xu 0009, Nan Zhao. nca, 34(20):18097-18111, 2022. [doi]

Self-supervised learning for fair recommender systemsHaifeng Liu, Hongfei Lin, Wenqi Fan, Yuqi Ren, Bo Xu 0009, Xiaokun Zhang, Dongzhen Wen, Nan Zhao, Yuan Lin 0001, Liang Yang 0003. asc, 125:109126, 2022. [doi]

Multi-task Hierarchical Cross-Attention Network for Multi-label Text ClassificationJunyu Lu, Hao Zhang, Zhexu Shen, Kaiyuan Shi, Liang Yang 0003, Bo Xu 0009, Shaowu Zhang 0002, Hongfei Lin. nlpcc 2022: 156-167 [doi]

Heterogeneous information network embedding based on multiperspective metapath for question routingLingfei Qian, Jian Wang 0021, Hongfei Lin, Bo Xu 0009, Liang Yang 0003. kbs, 240:107842, 2022. [doi]

An attention network via pronunciation, lexicon and syntax for humor recognitionLu Ren, Bo Xu 0009, Hongfei Lin, Jinhui Zhang, Liang Yang 0003. apin, 52(3):2690-2702, 2022. [doi]

Dynamic intent-aware iterative denoising network for session-based recommendationXiaokun Zhang, Hongfei Lin, Bo Xu 0009, Chenliang Li, Yuan Lin 0001, Haifeng Liu, Fenglong Ma. ipm, 59(3):102936, 2022. [doi]

2021

Info-flow Enhanced GANs for RecommenderYuan Lin 0001, Zhang Xie, Bo Xu 0009, Kan Xu, Hongfei Lin. sigir 2021: 1703-1707 [doi]

Knowledge-enhanced recommendation using item embedding and path attentionYuan Lin 0001, Bo Xu 0009, Jiaojiao Feng, Hongfei Lin, Kan Xu. kbs, 233:107484, 2021. [doi]

Two-stage supervised ranking for emotion cause extractionBo Xu 0009, Hongfei Lin, Yuan Lin 0001, Kan Xu. kbs, 228:107225, 2021. [doi]

SC-Political ResNet: Hashtag Recommendation from Tweets Using Hybrid Optimization-Based Deep Residual NetworkSantosh Kumar Banbhrani, Bo Xu 0009, Haifeng Liu, Hongfei Lin. information, 12(10):389, 2021. [doi]

Locality Preserving Sentence EncodingChangrong Min, Yonghe Chu, Liang Yang, Bo Xu 0009, Hongfei Lin. emnlp 2021: 3050-3060 [doi]

ABML: attention-based multi-task learning for jointly humor recognition and pun detectionLu Ren, Bo Xu 0009, Hongfei Lin, Liang Yang 0003. soco, 25(22):14109-14118, 2021. [doi]

Learning to capture contrast in sarcasm with contextual dual-view attention networkLu Ren, Hongfei Lin, Bo Xu 0009, Liang Yang 0003, Dongyu Zhang. mlc, 12(9):2607-2615, 2021. [doi]

MUMOR: A Multimodal Dataset for Humor Detection in ConversationsJiaming Wu, Hongfei Lin, Liang Yang 0003, Bo Xu 0009. nlpcc 2021: 619-627 [doi]

Identifying adverse drug reaction entities from social media with adversarial transfer learning modelTongxuan Zhang, Hongfei Lin, Yuqi Ren, Zhihao Yang, Jian Wang 0021, Xiaodong Duan, Bo Xu 0009. ijon, 453:254-262, 2021. [doi]

Adversarial transfer network with bilinear attention for the detection of adverse drug reactions from social mediaTongxuan Zhang, Hongfei Lin, Yuqi Ren, Zhihao Yang, Jian Wang 0021, Shaowu Zhang 0002, Bo Xu 0009, Xiaodong Duan. asc, 106:107358, 2021. [doi]

Dual Part-pooling Attentive Networks for Session-based RecommendationXiaokun Zhang, Hongfei Lin, Liang Yang 0003, Bo Xu 0009, Yufeng Diao, Lu Ren. ijon, 440:89-100, 2021. [doi]

Adversarial neural network with sentiment-aware attention for detecting adverse drug reactionsTongxuan Zhang, Hongfei Lin, Bo Xu 0009, Liang Yang 0003, Jian Wang 0021, Xiaodong Duan. jbi, 123:103896, 2021. [doi]

Chinese medical relation extraction based on multi-hop self-attention mechanismTongxuan Zhang, Hongfei Lin, Michael M. Tadesse, Yuqi Ren, Xiaodong Duan, Bo Xu 0009. mlc, 12(2):355-363, 2021. [doi]

TL-BERT: A Novel Biomedical Relation Extraction ApproachZhehuan Zhao, Yuying Zou, Yang Tian, Bo Xu 0009, Zhihao Yang, Jian Wang, Hongfei Lin, Shimin Shan, Yu Liu. bibm 2021: 797-800 [doi]

2020

Integrating social annotations into topic models for personalized document retrievalBo Xu 0009, Hongfei Lin, Yuan Lin 0001, Yizhou Guan. soco, 24(3):1707-1716, 2020. [doi]

Discriminative globality-locality preserving extreme learning machine for image classificationYonghe Chu, Hongfei Lin, Liang Yang 0003, Yufeng Diao, Dongyu Zhang, ShaoWu Zhang, Xiaochao Fan, Chen Shen, Bo Xu 0009, Deqin Yan. ijon, 387:13-21, 2020. [doi]

Multi-granularity bidirectional attention stream machine comprehension method for emotion cause extractionYufeng Diao, Hongfei Lin, Liang Yang 0003, Xiaochao Fan, Yonghe Chu, Di Wu, Kan Xu, Bo Xu 0009. nca, 32(12):8401-8413, 2020. [doi]

Generating Dialogue Responses with Latent Lexical MeaningXikai Liu, Hongfei Lin, Yumeng Li, Yuqi Ren, Bo Xu 0009. clsw 2021: 482-490 [doi]

Improving Social Recommendations with Item RelationshipsHaifeng Liu, Hongfei Lin, Bo Xu 0009, Liang Yang 0003, Yuan Lin 0001, Yonghe Chu, Wenqi Fan, Nan Zhao. iconip 2020: 763-770 [doi]

Multi-Element Hierarchical Attention Capsule Network for Stock PredictionJintao Liu, Hongfei Lin, Liang Yang 0003, Bo Xu 0009, Dongzhen Wen. access, 8:143114-143123, 2020. [doi]

Sarcasm Detection with Sentiment Semantics Enhanced Multi-level Memory NetworkLu Ren, Bo Xu 0009, Hongfei Lin, Xikai Liu, Liang Yang 0003. ijon, 401:320-326, 2020. [doi]

Detection of Suicide Ideation in Social Media Forums Using Deep LearningMichael Mesfin Tadesse, Hongfei Lin, Bo Xu 0009, Liang Yang 0003. algorithms, 13(1):7, 2020. [doi]

2019

Neural network-based approaches for biomedical relation classification: A reviewYijia Zhang 0001, Hongfei Lin, Zhihao Yang, Jian Wang 0021, Yuanyuan Sun, Bo Xu 0009, Zhehuan Zhao. jbi, 99, 2019. [doi]

Learning to rank using multiple loss functionsYuan Lin 0001, Jiajin Wu, Bo Xu 0009, Kan Xu, Hongfei Lin. mlc, 10(3):485-494, 2019. [doi]

FGFIREM: A feature generation framework based on information retrieval evaluation measuresYuan Lin 0001, Bo Xu 0009, Hongfei Lin, Kan Xu, Ping Zhang. eswa, 133:75-85, 2019. [doi]

Multi-granularity Convolutional Neural Network with Feature Fusion and Refinement for User ProfilingBo Xu 0009, Michael M. Tadesse, Peng-fei, Hongfei Lin. ccir 2019: 161-172 [doi]

Incorporating query constraints for autoencoder enhanced rankingBo Xu 0009, Hongfei Lin, Yuan Lin 0001, Kan Xu. ijon, 356:142-150, 2019. [doi]

Extracting Emotion Causes Using Learning to Rank Methods From an Information Retrieval PerspectiveBo Xu 0009, Hongfei Lin, Yuan Lin 0001, Yufeng Diao, Liang Yang 0003, Kan Xu. access, 7:15573-15583, 2019. [doi]

Learning to Refine Expansion Terms for Biomedical Information Retrieval Using Semantic ResourcesBo Xu 0009, Hongfei Lin, Yuan Lin 0001. tcbb, 16(3):954-966, 2019. [doi]

A hybrid deep neural network model for query intent classificationBo Xu 0009, Yunlong Ma, Hongfei Lin. jifs, 36(6):6413-6423, 2019. [doi]

A supervised term ranking model for diversity enhanced biomedical information retrievalBo Xu 0009, Hongfei Lin, Liang Yang 0003, Kan Xu, Yi-Jia Zhang 0001, Dongyu Zhang, Zhihao Yang, Jian Wang 0021, Yuan Lin 0001, Fuliang Yin. bmcbi, 20-S(16), 2019. [doi]

Incorporating Semantic Word Representations into Query Expansion for Microblog Information RetrievalBo Xu 0009, Hongfei Lin, Yuan Lin 0001, Kan Xu, Lin Wang, Jiping Gao. itc, 48(4):626-636, 2019. [doi]

Detection of Depression-Related Posts in Reddit Social Media ForumMichael M. Tadesse, Hongfei Lin, Bo Xu 0009, Liang Yang 0003. access, 7:44883-44893, 2019. [doi]

Bi-directional Capsule Network Model for Chinese Biomedical Community Question AnsweringTongxuan Zhang, Yuqi Ren, Michael Mesfin Tadessem, Bo Xu 0009, Xikai Liu, Liang Yang 0003, Zhihao Yang, Jian Wang, Hongfei Lin. nlpcc 2019: 105-116 [doi]

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