Selected Publications
2024
[BIBM] [paper] Junyu Lu, Bo Xu, Xiaokun Zhang, Hongbo Wang, Haohao Zhu, Dongyu Zhang, Liang Yang, Hongfei Lin, Towards Comprehensive Detection of Chinese Harmful Memes: Dataset and Detector, NeurIPS 2024, accepted, 2024. (CCF-A)
[EMNLP Finding] [paper] Hongbo Wang, Mingda Li, Junyu Lu, Hebin Xia, Liang Yang, Bo Xu, Ruizhu Liu, Hongfei Lin, PclGPT: A Large Language Model for Patronizing and Condescending Language Detection, EMNLP Finding 2024, accepted, 2024. (CCF-B)
[EMNLP Finding] [paper] Jinzhong Ning, Yuanyuan Sun, Bo Xu, Zhihao Yang, Lingluo, Hongfei Lin. Breaking the Boundaries: A Unified Framework for Chinese Named Entity Recognition Across Text and Speech, EMNLP Finding 2024, accepted, 2024. (CCF-B)
[EMNLP Finding] [paper] Xinyue Liu, Yunlong Gao, Linlin Zong, Bo Xu. Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks, EMNLP Finding 2024, accepted, 2024. (CCF-B)
[BIBM] [paper] Bo Xu, Xuening Qiao, Xiaokun Zhang, Jiahui Wan, Xinyue Liu, Linlin Zong, Hongfei Lin.Modeling Implicit Emotion and User-specific Context for Malevolence Detection in Mental Health Counseling Dialogues, BIBM 2024, accepted, 2024. (CCF-B)
[CIKM] [paper] Bo Xu, Xuening Qiao, Hongfei Lin, Linlin Zong. MPHDetect: Multi-View Prompting and Hypergraph Fusion for Malevolence Detection in Dialogues, CIKM 2024, accepted, 2024. (CCF-B)
[MM] [paper] Xinyue Liu, Jiahui Wan, Linlin Zong, Bo Xu. Conditional Diffusion Model for Open-ended Video Question Answering, ACM MM 2024, accepted, 2024. (CCF-A)
[ECAI] [paper] Chenyang Li, Bo Xu, Meng Wang and Kun He. Semantic Similarity Driven Multi-modal Model for Rumor Detection, ECAI 2024, accepted, 2024. (CCF-B)
[ACL Findings] [paper] Linlin Zong, Jiahui Zhou, Wenmin Lin, Xinyue Liu, Xianchao Zhang, Bo Xu. Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection, ACL Findings 2024, 10817-10826. (CCF-A)
[SIGIR] [paper] Xiaokun Zhang, Bo Xu, Zhaochun Ren, Xiaochen Wang, Hongfei Lin and Fenglong Ma. Disentangling ID and Modality Effects for Session-based Recommendation, SIGIR 2024, 1883-1892. (CCF-A)
[SIGIR] [paper] Xiaokun Zhang, Bo Xu, Youlin Wu, Yuan Zhong, Hongfei Lin and Fenglong Ma. FineRec: Exploring Fine-grained Sequential Recommendation, SIGIR 2024, 1599-1608, (CCF-A)
[TKDE] [paper] Xiaokun Zhang, Bo Xu, Fenglong Ma, Chenliang Li, Liang Yang, Hongfei Lin. Beyond Co-occurrence: Multi-modal Session-based Recommendation. IEEE Transactions on Knowledge and Data Engineering (TKDE), 36(4): 1450-1462, 2024. (CCF-A)
[COLING] [paper] Junyu Lu, Bo Xu, Xiaokun Zhang, Kaiyuan Liu, Dongyu Zhang, Liang Yang and Hongfei Lin, Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal Effect, LREC-COLING 2024, 15566-15578. (CCF-B)
[COLING] [paper] Xinyue Liu, Jianan Zhang, Chi Ma, Wenxin Liang, Bo Xu and Linlin Zong. Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding, LREC-COLING 2024, 15742-15751. (CCF-B)
[COLING] [paper] Linlin Zong, Zhenrong Xie, Chi Ma, Xinyue Liu, Xianchao Zhang and Bo Xu. RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion, LREC-COLING 2024, 13919-13928. (CCF-B)
[AAAI] [paper] Linlin Zong, Jiahui Wan, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu. Video-Language Aligned Transformer for Video Question Answering. AAAI 2024, 19795-19803. (CCF-A)
[TNNLS] [paper] Linlin Zong, Faqiang Miao, Xianchao Zhang, Wenxin Liang, Bo Xu, Self-Supervised Deep Multiview Spectral Clustering, IEEE Transactions on Neural Networks and Learning Systems, 35(3): 4299-4308, 2024. (CCF-B)
[TMM] [paper] Hui Ma, Jian Wang, Hongfei Lin, Bo Zhang, Yijia Zhang, Bo Xu. A Transformer-Based Model With Self-Distillation for Multimodal Emotion Recognition in Conversations, IEEE Transactions on Multimedia, 26: 776-788, 2024. (CCF-B)
2023
[TOIS] [paper] Xiaokun Zhang, Bo Xu, Fenglong Ma, Chenliang Li, Yuan Lin, Hongfei Lin. Bi-Preference Learning Heterogeneous Hypergraph Networks for Session-based Recommendation. ACM Transactions on Information Systems (TOIS), 42(3), 1-28 , 2023. (CCF-A)
[MM] [paper] Bo Zhang, Jian Wang, Hui Ma, Bo Xu, Hongfei Lin. ZRIGF: An Innovative Multimodal Framework for Zero-Resource Image-Grounded Dialogue Generation. Proceedings of the 31st ACM International Conference on Multimedia, MM’23, 2023:5464–5473. (CCF-A)
[ACL] [paper] Junyu Lu, Bo Xu, Xiaokun Zhang, Changrong Min, Liang Yang and Hongfei Lin. Facilitating Fine-grained Detection of Chinese Toxic Language: Hierarchical Taxonomy, Resources, and Benchmarks, ACL 2023, 16235-16250. (CCF-A)
[ACL] [paper] Changrong Min, Ximing Li, Liang Yang, Zhilin Wang, Bo Xu and Hongfei Lin. Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction, ACL 2023, 10172-10183. (CCF-A)
[TASLP] [paper] Junyu Lu, Hongfei Lin, Xiaokun Zhang, Linlin Zong, Fenglong Ma, Bo Xu. Hate Speech Detection via Dual Contrastive Learning, IEEE Transactions on Audio, Speech and Language Processing, 2023, 31: 2787-2795. (CCF-B)
[BIBM] [paper] Yunzhi Qiu, Xiaokun Zhang, Weiwei Wang, Youlin Wu, Bo Xu, Haifeng Liu, Hongfei Lin. SEDGCN: Sentiment Enhanced Dual Graph Convolutional Networks for Detecting Adverse Drug Reactions. BIBM 2023: 2183-2186. (CCF-B)
[BIBM] [paper] Linlin Zong, Jian Zheng, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu. An Early Depression Detection Model on Social Media using Emotional and Causal Features. BIBM 2023: 4856-4858. (CCF-B)
[CJC] [paper] Linlin Zong, Jiahui Zhou, Qiujie Xie, Xianchao Zhang, Bo Xu, Multi-modal Emotion Recognition Based on Hypergraph, Chinese Journal of Computers, 2023, 46 (12): 2520-2534. (CCF-A in Chinese)
2022
[COLING] [paper] Bo Xu, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao, Linlin Zong, Hongfei Lin, Fenglong Ma. RealMedDial: A real telemedical dialogue dataset collected from online Chinese short-video clips. Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022: 3342-3352. (CCF-B)
[SIGIR] [paper] Xiaokun Zhang, Bo Xu, Liang Yang, Chenliang Li, Fenglong Ma, Haifeng Liu, Hongfei Lin. Price DOES Matter!: Modeling price and interest preferences in session-based recommendation. The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2022: 1684-1693. (CCF-A)
[IPM] [paper] Xiaokun Zhang, Hongfei Lin, Bo Xu, Chenliang Li, Yuan Lin, Haifeng Liu, Fenglong Ma. Dynamic intent-aware iterative denoising network for session-based recommendation. Information Processing & Management, 2022, 59(3): 102936. (CCF-B)
[TASLP] [paper] Bo Zhang, Jian Wang, Hongfei Lin, Bo Xu, Exploiting Pairwise Mutual Information for Knowledge-Grounded Dialogue. IEEE/ACM Transactions on Audio Speech and Language Processing, 2022, 30, 2231-2240. (CCF-B)
[Soft Computing] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Kan Xu. Context-aware ranking refinement with attentive semi-supervised autoencoders. Soft Computing, 2022, 26(24): 13941-13952. (CCF-C)
[CogCom] [paper] Bo Xu, Hongfei Lin, Liang Yang, Yuan Lin, Kan Xu. Cognitive knowledge-aware social recommendation via group-enhanced ranking model. Cognitive Computation. 2022, 14(3): 1055-1067.
[JCRD] [paper] Xuyang Hu, Zhizheng Wang, Yuanyuan Sun, Bo Xu, Hongfei Lin. Knowledge Graph Representation Method Combined with Semantic Parsing. Journal of Computer Research and Development, 2022, 59(12):2878-2888. (CCF-A in Chinese)
2021
[SIGIR] [paper] Yuan Lin, Zhang Xie, Bo Xu, Kan Xu, Hongfei Lin:Info-flow Enhanced GANs for Recommender. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021: 1703-1707. (CCF-A)
[SIGIR] [paper] Linlin Zong, Qiujie Xie, Jiahui Zhou, Peiran Wu, Xianchao Zhang, Bo Xu. FedCMR: Federated cross-modal retrieval. Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021: 1672-1676. (CCF-A)
[EMNLP Finding] [paper] Changrong Min, Yonghe Chu, Liang Yang, Bo Xu, Hongfei Lin. Locality preserving sentence encoding. Findings of the Association for Computational Linguistics: EMNLP (Findings) 2021: 3050-3060. (CCF-B)
[KBS] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Kan Xu. Two-stage supervised ranking for emotion cause extraction. Knowlege-Based Systems, 2021, 228: 107225. (CCF-C)
[KBS] [paper] Yuan Lin, Bo Xu, Jiaojiao Feng, Hongfei Lin, Kan Xu. Knowledge-enhanced recommendation using item embedding and path attention. Knowledge-Based Systems, 2021, 233: 107484. (CCF-C)
[JBI] [paper] Tongxuan Zhang, Hongfei Lin, Bo Xu, Liang Yang, Jian Wang, Xiaodong Duan. Adversarial neural network with sentiment-aware attention for detecting adverse drug reactions. Journal of Biomedical Informatics, 2021, 123: 103896. (CCF-C)
[NLPCC] [paper] Jiaming Wu, Hongfei Lin, Liang Yang, Bo Xu. MUMOR: A multimodal dataset for humor detection in conversations. NLPCC 2021: 619-627. (CCF-C)
[Monograph] [purchase link] Bo Xu, Research on Intelligent Web Information Retrieval Technologies (in Chinese), Science Press, 2021, 320,000 words, Academic Monograph Funded by China Postdoctoral Science Foundation.
2000
[CIKM] [paper] Linlin Zong, Faqiang Miao, Xianchao Zhang, Bo Xu. Multimodal clustering via deep commonness and uniqueness mining. The 29th ACM International Conference on Information and Knowledge Management, CIKM 2020: 2357-2360. (CCF-B)
[BIBM] [paper] Haifeng Liu, Hongfei Lin, Chen Shen, Liang Yang, Yuan Lin, Bo Xu, Zhihao Yang, Jian Wang, Yuanyuan Sun. Drug Repositioning for SARS-CoV-2 Based on Graph Neural Network. IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020: 319-322. (CCF-B)
[BIBM] [paper] Tongxuan Zhang, Hongfei Lin, Bo Xu, Yuqi Ren, Zhihao Yang, Jian Wang, Xiaodong Duan. Gated iterative capsule network for adverse drug reaction detection from social media. IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020: 387-390. (CCF-B)
[Soft Computing] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Yizhou Guan. Integrating social annotations into topic models for personalized document retrieval. Soft Computing, 2020, 24(3): 1707-1716. (CCF-C)
[ICONIP] [paper] Haifeng Liu, Hongfei Lin, Bo Xu, Liang Yang, Yuan Lin, Yonghe Chu, Wenqi Fan, Nan Zhao. Improving social recommendations with item relationships. ICONIP 2020: 763-770. (CCF-C)
2019
[TCBB] [paper] Bo Xu, Hongfei Lin, Yuan Lin. Learning to refine expansion terms for biomedical information retrieval using semantic resources. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2019, 16(3): 954-966. (CCF-B)
[BMC Bioinformatics] [paper] Bo Xu, Hongfei Lin, Liang Yang, Kan Xu, Yi-Jia Zhang, Dongyu Zhang, Zhihao Yang, Jian Wang, Yuan Lin, Fuliang Yin. A supervised term ranking model for diversity enhanced biomedical information retrieval. BMC Bioinformatics. 2019, 20-S(16): 590:1-590:11. (CCF-C)
[ESWA] [paper] Yuan Lin, Bo Xu, Hongfei Lin, Kan Xu, Ping Zhang. FGFIREM: A feature generation framework based on information retrieval evaluation measures. Expert System and Application. 2019, 133: 75-85. (CCF-C)
[Neurocomputing] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Kan Xu. Incorporating query constraints for autoencoder enhanced ranking. Neurocomputing, 2019, 356: 142-150. (CCF-C)
[NLPCC] [paper] Tongxuan Zhang, Yuqi Ren, Michael Mesfin Tadessem, Bo Xu, Xikai Liu, Liang Yang, Zhihao Yang, Jian Wang, Hongfei Lin. Bi-directional capsule network model for Chinese biomedical community question answering. NLPCC 2019: 105-116. (CCF-C)
[CJC] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Kan Xu. A Biomedical Query Understanding Method based on Semantic Resources. Chinese Journal of Computers, 2019, 42(10):2160-2174. (CCF-A in Chinese)
2018 and before
[TCBB] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Yunlong Ma, Liang Yang, Jian Wang, Zhihao Yang. Improve biomedical information retrieval using modified learning to rank methods. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2018, 15(6): 1797-1809. (CCF-B)
[ACL] [paper] Dongyu Zhang, Hongfei Lin, Liang Yang, Shaowu Zhang, Bo Xu. Construction of a Chinese corpus for the analysis of the emotionality of metaphorical expressions. ACL 2018: 144-150. (CCF-A)
[EMNLP] [paper] Yufeng Diao, Hongfei Lin, Di Wu, Liang Yang, Kan Xu, Zhihao Yang, Jian Wang, Shaowu Zhang, Bo Xu, Dongyu Zhang. WECA：A wordNet-encoded collocation-attention network for homographic pun recognition. EMNLP 2018: 2507-2516. (CCF-B)
[BIBM] [paper] Bo Xu, Hongfei Lin, Liang Yang, Kan Xu, Yijia Zhang, Dongyu Zhang, Zhihao Yang, Jian Wang, Yuan Lin, Fuliang Yin, Improve diversity-oriented biomedical information retrieval using supervised query expansion. IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018: 556-559. (CCF-B)
[NLPCC] [paper] Bo Xu, Dongyu Zhang, Shaowu Zhang, Hengchao Li, Hongfei Lin. Stock market trend prediction using recurrent convolutional neural betworks. NLPCC 2018: 166-177. (CCF-C)
[CIKM] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Kan Xu. Learning to rank with query-level semi-supervised autoencoders. The 26th ACM International Conference on Information and Knowledge Management, CIKM 2017: 2395-2398. (CCF-B)
[JASIST] [paper] Bo Xu, Hongfei Lin, Yuan Lin. Assessment of learning to rank methods for query expansion. Journal of the Association for Information Science and Technology, 2016, 67(6): 1345-1357. (CCF-B)
[NLPCC] [paper] Bo Xu, Hongfei Lin, Mingzhen Zhao, Zhihao Yang, Jian Wang, Shaowu Zhang. Detecting potential adverse drug reactions from health-related social networks. NLPCC 2016: 523-530. (CCF-C)
[BIBM] [paper] Bo Xu, Hongfei Lin, Yuan Lin, Yunlong Ma, Liang Yang, Jian Wang, Zhihao Yang. Learning to rank for biomedical information retrieval. IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015: 464-469. (CCF-B)