Publications
2024
Yang Li, Qi’Ao Zhao, Chen Lin, Jinsong Su, Zhilin Zhang. Who To Align With: Feedback-Oriented Multi-Modal Alignment in Recommendation Systems. to appear in SIGIR ‘24
Yang Li, Qiao Zhao, Chen Lin, Zhenjie Zhang, Xiaomin Zhu, Jinsong Su. GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training. to appear in DASFAA ‘24
Yi Luo, Zhenghao Lin, YuHao Zhang, Jiashuo Sun, Chen Lin, Chengjin Xu, Xiangdong Su, Yelong Shen, Jian Guo, Yeyun Gong. Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models. to appear in NAACL ‘24
Jiashuo Sun, Yi Luo, Yeyun Gong, Chen Lin, Yelong Shen, Jian Guo, Nan Duan. Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models. to appear in NAACL ‘24
Jiashuo Sun, Hang Zhang, Chen Lin, Xiangdong Su, Yeyun Gong, Jian Guo. APOLLO: An Optimized Training Approach for Long-form Numerical Reasoning. to appear in LREC-COLING ‘24
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li. Breaking It Down: An In-depth Study of Index Advisors. to appear in VLDB ‘24
Jiashuo Sun, Chengjin Xu, Lumingyuan Tang, Saizhuo Wang, Chen Lin, Yeyun Gong, Heung-Yeung Shum, Jian Guo. Think-on-Graph: Deep and Responsible Reasoning of Large Language Model with Knowledge Graph. to appear in ICLR ‘24
Zijia Wang, Haoran Liu, Chen Lin, Zhifeng Bao, Guoliang Li, Tianqing Wang. Leveraging Dynamic and Heterogeneous Workload Knowledge to Boost the Performance of Index Advisors. to appear in VLDB ‘24
Yihang Zheng, Chen Lin, Xian Lyu, Xuanhe Zhou, Guoliang Li, Tianqing Wang. PIPA: Attacking Learning-based Index Advisors via a Probing-Injecting Framework. to appear in SIGMOD ‘24
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, Tianqing Wang. TRAP: Tailored Robustness Assessment for Index Advisors via Adversarial Perturbation. to appear in ICDE ‘24
2023
Ante Wang, Linfeng Song, Lifeng Jin, Junfeng Yao, Haitao Mi, Chen Lin, Jinsong Su, Dong Yu, D2PSG: Multi-Party Dialogue Discourse Parsing as Sequence Generation, in IEEE/ACM Transactions on Audio, Speech, and Language Processing 2023(31):4004-4013 pdf
Xiaoqing Ru, Quan Zou, Chen Lin. Optimization of drug-target affinity prediction methods through feature processing schemes. Bioinformatics 2023:btad615 pdf code
Shuai Fan, Jinping Gou, Yang Li, Jiaxing Bai, Chen Lin, Wanxian Guan, Xubin Li, Hongbo Deng, Jian Xu, and Bo Zheng, BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network. CIKM 2023:514-523 pdf
Wei Zhou, Chen Lin, Xuanhe Zhou, Guoliang Li, and Tianqing Wang, Demonstration of ViTA: Visualizing, Testing and Analyzing Index Advisors. CIKM 2023:5133-5137pdf
Yewang Chen, Weiyao Ye, Guipeng Xv, Chen Lin and Xiaomin Zhu, TCCM: Time and Content-aware Causal Model for Unbiased News Recommendation. CIKM 2023:3778-3782pdf
Guipeng Xv, Chen Lin, Wanxian Guan, Jinping Gou, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng. E-commerce Search via Content Collaborative Graph Neural Network. KDD 2023: 2885-2897 pdf code
Zhenghao Lin, Yeyun Gong, yelong shen, Tong Wu, Zhihao Fan, Chen Lin, Nan Duan, Weizhu Chen. Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise. ICML 2023:21051-21064pdf code
Zhenghao Lin, Yeyun Gong, Xiao Liu, Hang Zhang, Chen Lin, Anlei Dong, Jian Jiao, Jingwen Lu, Daxin Jiang, Rangan Majumder, and Nan Duan, PROD: Progressive Distillation for Dense Retrieval. The Web Conference 2023:3299-3308 pdf
Zijia Wang, Xiangyu He, Kehan Chen, Chen Lin, Jinsong Su, Code-Aware Cross-Program Transfer Hyperparameter Optimization. AAAI 2023:10297-10305 pdf code
2022
Shuai Fan, Chen Lin, Haonan Li, Zhenghao Lin, Jinsong Su, Hang Zhang, Yeyun Gong, JIan Guo and Nan Duan, Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis. EMNLP 2022: 4984-4994 pdf code
Guipeng Xv, Xinyi Liu, Chen Lin, Hui Li, Chenliang Li, Zhenhua Huang. Lightweight Unbiased Multi-teacher Ensemble for Review-based Recommendation. CIKM 2022: 4620-4624 pdf
Guipeng Xv, Si Chen, Chen Lin, Wanxian Guan, Xingyuan Bu, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng. Visual Encoding and Debiasing for CTR Prediction. CIKM 2022: 4615-4619 pdf
Zequan Xu, Qihang Sun, Shaofeng Hu, Jiguang Qiu, Chen Lin, Hui Li. Multi-View Heterogeneous Temporal Graph Neural Network for ‘‘Click Farming’’ Detection. PRICAI 2022: 148-160 pdf
Chen Lin, Si Chen, Meifang Zeng, Sheng Zhang, Gao Min, Jiguang Qiu, Hui Li. Shilling Black-box Recommender Systems by Learning to Generate Fake User Profiles. IEEE Transactions on Neural Networks and Learning Systems. 35(1): 1305-1319 pdf code
Xinyi Liu, Wanxian Guan, Lianyun Li, Hui Li, Chen Lin, Xubin Li, Si Chen, Jian Xu, Hongbo Deng, Bo Zheng. Pretraining Representations of Multi-modal Multi-query E-commerce Search. KDD 2022: 3429-3437 pdf code
Chen Lin, Dugang Liu, Yanghua Xiao, Hanghang Tong. Spiral of Silence and Its Application in Recommender Systems. Transactions on Knowledge and Data Engineering 34(6): 2934-2947 pdf code
Chen Lin, Junqing Zhuang, Jiadong Feng, Hui Li, Xuanhe Zhou, Guoliang Li. Adaptive Code Learning for Spark Configuration Tuning. ICDE 2022: 1996-2008 pdf code
Guipeng Xv, Chen Lin, Hui Li, Jinsong Su, Weiyao Ye and Yewang Chen. Neutralizing Popularity Bias in Recommendation Models. SIGIR 2022: 2623-2628 pdf code
Juan Ni, Zhenhua Huang, Yang Hu, Chen Lin. A two-stage embedding model for recommendation with multimodal auxiliary information. Inf. Sci. 582: 22-37
Jiacheng Wang, Quan Zou, Chen Lin*. A comparison of deep learning-based pre-processing and clustering approaches for single-cell RNA sequencing data. Briefings in Bioinformatics. 2022, 23(1): bbab345 pdf
Mengting Niu, Ying Ju, Chen Lin, Quan Zou. Characterizing Viral circRNAs and their Application in Identifying CircRNAs in Viruses. Briefings in Bioinformatics. 2022, 23(1): bbab404 pdf
Zequan Xu, Siqiang Luo, Jieming Shi, Hui Li, Chen Lin, Qihang Sun and Shaofeng Hu. Efficiently Answering k-hop Reachability Queries in Large Dynamic Graphs for Fraud Feature Extraction. MDM 2022 pdf code
Zhenhua Huang, Shunzhi Yang, Zheng Gong, Abdullah Abusorrah, Chen Lin, Zhen Huang. Making Accurate Object Detection at the Edge: Review and New Approach. Artificial Intelligence Review. 55(2): 2245–2274, 2022.
Zhenhua Huang, Yajun Liu, Choujun Zhan, Chen Lin, Weiwei Cai, Yunwen Chen. A Novel Group Recommendation Model With Two-Stage Deep Learning. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 52(9): 5853-5864, 2022.
2021
Yansu Wang, Lei Xu, Quan Zou, Chen Lin. prPred-DRLF: plant R protein predictor using deep representation learning features. Proteomics. 2021, 202100161 pdf
Mengting Niu, Quan Zou, Chen Lin. CRBPDL: identification of circRNA-RBP interaction sites using an ensemble neural network approach. Plos Computational Biology. pdf
Chao Wang, Ying Ju, Quan Zou, Chen Lin. DeepAc4C: A convolutional neural network model with hybrid features composed of physico-chemical patterns and distributed representation information for identification of N4-cetylcytidine in mRNA. Bioinformatics, btab611, https://doi.org/10.1093/bioinformatics/btab611 pdf
Xiaoqing Ru, Xiucai Ye, Tetsuya Sakurai, Quan Zou, Lei Xu, Chen Lin. Current status and future prospects of drug-target interaction prediction. Briefings in Functional Genomics, elab031, https://doi.org/10.1093/bfgp/elab031 pdf
Shuai Fan, Chen Lin, Hui Li, Quan Zou. News Popularity Prediction with Local-Global Long-Short-Term Embedding. WISE 2021: 79-93
Si Chen, Yuqiu Qian, Hui Li, Chen Lin. Sequential Recommendation in Online Games with Multiple Sequences, Tasks, and User Levels. SSTD 2021: 130-140
Yun Liang, Jian Zhang, Mei-hua Wang, Chen Lin, Jun Xiao. Multi-features guided robust visual tracking. Multim. Tools Appl. 80(11):16367-16395
Chen Lin, Xinyi Liu, Guipeng Xv, Hui Li. Mitigating Sentiment Bias for Recommender Systems. SIGIR 2021: 31-40 pdf
Hui Li, Lianyun Li, Chen Lin, Ke Li, Bingchuan Jiang. SPEX: A Generic Framework for Enhancing Neural Social Recommendation. Transactions on Information Systems :40(2):1-33 pdf code
Chen Lin, Zhichao Ouyang, Junqing Zhuang, Jianqiang Chen, Hui Li, Rongxin Wu. Improving Code Summarization with Block-wise Abstract Syntax Tree Splitting. ICPC 2021: 184-195 pdf
Yunsen Hong, Hui Li, Yanghua Xiao, Ryan McBride, Chen Lin. SILVER: Generating Persuasive Chinese Product Pitch. PAKDD 2021: 652-663
2020
Chen Lin, Zhichao Ouyang, Hui Li, Zhenghua Huang. Preserve Integrity in Realtime Event Summarization. Transactions on Knowledge Discovery from Data 15(3):1-29 pdf code
Chen Lin, Si Chen, Hui Li, Yanghua Xiao, Lianyun Li, Qian Yang. Attacking Recommender Systems with Augmented User Profiles. CIKM 2020: 855-864.pdf code
Wenqiang Chen, Lizhang Zhan, Yuanlong Ci, Minghua Yang, Chen Lin, Dugang Liu. FLEN: Leveraging Field for Scalable CTR Prediction DLP-KDD 2020
Yunsen Hong, Hui Li, Xiaoli Wang, Chen Lin. DEAMER: a Deep Exposure-Aware Multimodal Content-based Recommendation System. DASFAA 2020: 621-637. pdf code
Yuyou Weng, Xinyi Liu, Hui Li, Chen Lin, Yun Liang. Drug target interaction prediction via multi-task co-attention. International Data Mining and Bioinformatics, 24(2):160-176. 2020 pdf
2019
Yuyou Weng, Chen Lin, Xiangxiang Zeng, Xiangrong Liu, Yun Liang, and Hui Li. Drug Target Interaction Prediction using Multi-task Learning and Co-attention. BIBM 2019:528-533
Lin Chen, Ni Sheng, Liang Yun, Zeng Xiangxiang, Liu Xiangrong. Learning to Predict Drug Target Interaction From Missing Not at Random Labels. IEEE Trans Nanobioscience. 2019 Jul;18(3):353-359 pdf code
Yuan Lin, Yinyin Cai, Juan Liu, Chen Lin, Xiangrong Liu: An advanced approach to identify antimicrobial peptides and their function types for penaeus through machine learning strategies. BMC Bioinformatics 20-S(8): 291:1-291:10, 2019
Yun Liang, Ke Li, Jian Zhang, Meihua Wang, Chen Lin. Robust visual tracking via identifying multi-scale patches. Multimedia Tools Appl. 78(11): 14195-14230, 2019
Chen Lin, Xiaolin Shen, Si Chen, Muhua Zhu, Yanghua Xiao. Non-Compensatory Psychological Models for Recommender Systems. AAAI 2019: 4304-4311 pdf code
Yunjie Wang, Hui Li, Chen Lin: Modeling Sentiment Evolution for Social Incidents. CIKM 2019: 2413-2416 pdf
Dugang Liu, Chen Lin, Zhilin Zhang, Yanghua Xiao, Hanghang Tong*. Spiral of Silence in Recommender Systems. WSDM 2019: 222-230 pdf code