代表性科研成果：
2024年:
[1] Hao Chen, Yuanchen Bei, Qijie Shen, Yue Xu, Sheng Zhou, Wenbing Huang, Feiran Huang*, Senzhang Wang, Xiao Huang: Macro Graph Neural Networks for Online Billion-Scale Recommender Systems. WWW 2024 (CCF A 类会议)
[2] Yijie Zhang, Yuanchen Bei, Hao Chen, Qijie Shen, Zheng Yuan, Huan Gong, Senzhang Wang, Feiran Huang*, Xiao Huang: Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks. KDD 2024 (CCF A 类会议)
[3] Zijin Hong, Zheng Yuan, Hao Chen, Qinggang Zhang, Feiran Huang*, Xiao Huang: Knowledge-to-SQL: Enhancing SQL Generation with Data Expert LLM. ACL 2024 Findings.
[4] Peiyan Zhang, Chaozhuo Li, Liying Kang, Feiran Huang, Senzhang Wang, Xing Xie, Sunghun Kim: High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text Attributed Graphs. WWW 2024 (CCF A 类会议)
[5] Liwen Zheng, Chaozhuo Li, Xi Zhang, Yu-Ming Shang, Feiran Huang, Haoran Jia: Evidence Retrieval is almost All You Need for Fact Verification. ACL 2024 Findings
[6] Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Xi Zhang, Senzhang Wang, Feiran Huang and Sunghun Kim: TransGNN: Harnessing the Collaborative Power of Transformer and Graph Neural Network for Recommender Systems. SIGIR 2024 (CCF A 类会议)
[7] Liang-bo Ning, Shijie Wang, Wenqi Fan, Qing Li, Xu Xin, Hao Chen, Feiran Huang: CheatAgent: Attacking LLM-Empowered Recommender Systems via LLM Agent. KDD 2024 (CCF A 类会议)
[8] Litian Zhang, Xiaoming Zhang, Ziyi Zhou, Feiran Huang, Chaozhuo Li: Reinforced Adaptive Knowledge Learning for Multimodal Fake News Detection. AAAI 2024 (CCF A 类会议)
[9] Peiyan Zhang, Yuchen Yan, Xi Zhang, Liying Kang, Chaozhuo Li, Feiran Huang, Senzhang Wang, Sunghun Kim: GPT4Rec: Graph Prompt Tuning for Streaming Recommendation. SIGIR 2024 (CCF A 类会议)
[10] Litian Zhang, Xiaoming Zhang, Chaozhuo Li, Ziyi Zhou, Jiacheng Liu, Feiran Huang, Xi Zhang: Mitigating Social Hazards: Early Detection of Fake News via Diffusion-Guided Propagation Path Generation. ACM MM 2024 (CCF A 类会议)
[11] Weijun Chen, Yuanchen Bei, Qijie Shen, Hao Chen, Xiao Huang and Feiran Huang*: Feedback Reciprocal Graph Collaborative Filtering. CIKM 2024. (CCF B 类会议)
[12] Shuyuan Lin, Xiao Chen, Guobao Xiao, Hanzi Wang, Feiran Huang*, Jian Weng*: Multi-Stage Network With Geometric Semantic Attention for Two-View Correspondence Learning. IEEE Transactions Image Processing (2024) (中科院一区，CCF A 类，IF: 10.856)
[13] Qihua Feng, Peiya Li*, Zhixun Lu, Chaozhuo Li, Zefang Wang, Zhiquan Liu, Chunhui Duan, Feiran Huang*, Jian Weng. Evit: Privacy-preserving image retrieval via encrypted vision transformer in cloud computing. IEEE Transactions on Circuits and Systems for Video Technology (2024). (中科院一区，IF:8.3)
[14] Shuyuan Lin, Feiran Huang, Taotao Lai, Jianhuang Lai, Hanzi Wang, Jian Weng: Robust Heterogeneous Model Fitting for Multi-source Image Correspondences. International Journal of Computer Vision (2024) (中科院一区，CCF A，IF: 11.6)
2023年:
[1] Feiran Huang, Zefan Wang, Xiao Huang, Yufeng Qian, Zhetao Li, Hao Chen: Aligning Distillation For Cold-start Item Recommendation. SIGIR 2023: 1147-1157 (CCF A类会议, Best Paper Award Honorable Mention)
[2] Yue Xu*, Hao Chen, Zefan Wang, Jianwen Yin, Qijie Shen, Dimin Wang, Feiran Huang*, Lixiang Lai, Tao Zhuang, Junfeng Ge, Xia Hu: Multi-factor Sequential Re-ranking with Perception-Aware Diversification. KDD 2023: 5327-5337 (CCF A类会议)
[3] Yi Zhao, Chaozhuo Li, Jiquan Peng, Xiaohan Fang, Feiran Huang, Senzhang Wang, Xing Xie, Jibing Gong: Beyond the Overlapping Users: Cross-Domain Recommendation via Adaptive Anchor Link Learning. SIGIR 2023: 1488-1497 (CCF A类会议)
[4] Yingze Xie, Jie Xu, LiQiang Qiao, Yun Liu, Feiran Huang, Chaozhuo Li: Generative Sentiment Transfer via Adaptive Masking. PAKDD (4) 2023: 198-209 (CCF C类会议, Best Paper Runner Up Award)
[5] Hongshuang Hu, Yongdong Wu, Jian Weng, Kaimin Wei, Zhiquan Liu, Feiran Huang, Yinyan Zhang: Attacks on Acceleration-Based Secure Device Pairing With Automatic Visual Tracking. IEEE Trans. Inf. Forensics Secur. 18: 3991-4005 (2023) (CCF A类期刊, 中科院一区, IF: 6.8 )
[6] Jingjing Guo, Zhiquan Liu, Siyi Tian, Feiran Huang, et al. TFL-DT: A Trust Evaluation Scheme for Federated Learning in Digital Twin for Mobile Networks. IEEE Journal on Selected Areas in Communications (2023). (CCF A类期刊, 中科院一区, IF: 16.4)
[7] Yuanchen Bei, Hao Chen, Shengyuan Chen, Xiao Huang, Sheng Zhou*, Feiran Huang*.: Non-Recursive Cluster-Scale Graph Interacted Model for Click-Through Rate Prediction. CIKM 2023 (CCF B类会议)
[8] Jie Xu, Chaozhuo Li, Feiran Huang, et al. Sinkhorn Distance Minimization for Adaptive Semi-Supervised Social Network Alignment. IEEE Transactions on Neural Networks and Learning Systems (2023). (CCF B类期刊, 中科院一区, IF: 14.225)
2022年:
[1] Hao Chen, Zefan Wang, Feiran Huang*, Xiao Huang, Yue Xu, Yishi Lin, Peng He, Zhoujun Li: Generative Adversarial Framework for Cold-Start Item Recommendation. SIGIR 2022: 2565-2571 (CCF A类会议)
[2] Yun Liu, Xiaoming Zhang, Feiran Huang*, Bo Zhang, Zhoujun Li: Cross-Attentional Spatio-Temporal Semantic Graph Networks for Video Question Answering. IEEE Trans. Image Process. 31: 1684-1696 (2022) (CCF A类期刊, 中科院一区, IF: 11.041 )
[3] Jie Xu, Zhoujun Li, Feiran Huang*, Chaozhuo Li, Philip S. Yu: Visual Sentiment Analysis With Social Relations-Guided Multiattention Networks. IEEE Trans. Cybern. 52(6): 4472-4484 (2022) (CCF B类期刊, 中科院一区, IF: 19.118 )
[4] Bo Zhang, Xiaoming Zhang, Feiran Huang, Ming Lu, Shuai Ma: Deep Kernel Network Embedding. IEEE Trans. Knowl. Data Eng. 35(6): 5710-5723 (2023) (CCF A类期刊, 中科院一区, IF: 8.9 )
[5] Jingjing Guo, Huamin Gao, Zhiquan Liu, Feiran Huang, Junwei Zhang, Xinghua Li, Jianfeng Ma: ICRA: An Intelligent Clustering Routing Approach for UAV Ad Hoc Networks. IEEE Trans. Intell. Transp. Syst. 24(2): 2447-2460 (2023) (CCF B类期刊, 中科院一区, IF:9.551 )
[6] Yun Liu, Xiaoming Zhang, Feiran Huang, Shixun Shen, Peng Tian, Lang Li, Zhoujun Li: Dynamic self-attention with vision synchronization networks for video question answering. Pattern Recognit. 132: 108959 (2022) (CCF B类期刊, 中科院一区, IF:8.518 )
2021年及以前:
[1] Feiran Huang, Xiaoming Zhang, Jie Xu, Zhonghua Zhao, Zhoujun Li: Multimodal Learning of Social Image Representation by Exploiting Social Relations. IEEE Trans. Cybern. 51(3): 1506-1518 (2021) (CCF B类期刊, 中科院一区, IF: 19.118 )
[2] Feiran Huang, Alireza Jolfaei, Ali Kashif Bashir: Robust Multimodal Representation Learning With Evolutionary Adversarial Attention Networks. IEEE Trans. Evol. Comput. 25(5): 856-868 (2021) (CCF B类期刊, 中科院一区, IF: 16.497 )
[3] Chaozhuo Li, Senzhang Wang, Feiran Huang, Jie Xu, Philip S. Yu: Hubness-aware User Identity Linkage. CIKM 2021: 3196-3200(CCF B类会议)
[4] Zhiquan Liu, Jianfeng Ma, Jian Weng, Feiran Huang*, et al: LPPTE: A lightweight privacy-preserving trust evaluation scheme for facilitating distributed data fusion in cooperative vehicular safety applications. Information Fusion 73: 144-156 (2021) (CCF B类期刊, 中科院一区, IF: 17.564 )
[5] Yun Liu, Xiaoming Zhang, Qianyun Zhang, Chaozhuo Li, Feiran Huang, Xianghong Tang, Zhoujun Li: Dual self-attention with co-attention networks for visual question answering. Pattern Recognit. 117: 107956 (2021) (CCF B类期刊, 中科院一区, IF:8.518 )
[6] Feiran Huang, Jie Xu, Jian Weng: Multi-Task Travel Route Planning With a Flexible Deep Learning Framework. IEEE Trans. Intell. Transp. Syst. 22(7): 3907-3918 (2020) (CCF B类期刊, 中科院一区, IF: 9.551 )
[7] Yun Liu, Xiaoming Zhang, Feiran Huang, Lei Cheng, Zhoujun Li:Adversarial Learning With Multi-Modal Attention for Visual Question Answering. IEEE Trans. Neural Networks Learn. Syst. 32(9): 3894-3908 (2020) (CCF B类期刊, 中科院一区, IF: 10.451 )
[8] Feiran Huang, Kaimin Wei, Jian Weng, Zhoujun Li: Attention-Based Modality-Gated Networks for Image-Text Sentiment Analysis. ACM Trans. Multim. Comput. Commun. Appl. 16(3): 79:1-79:19 (2020) (CCF B类期刊)
[9] Hao Chen, Yue Xu, Feiran Huang, et al. Label-Aware Graph Convolutional Networks[C]// ACM CIKM, 2020: 1977-1980. (CCF B类会议)
[10] Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Zhoujun Li: Bi-directional Spatial-Semantic Attention Networks for Image-Text Matching[J]. IEEE Transactions Image Processing (2019) (中科院一区，CCF A 类，IF: 10.856)
[11] Feiran Huang, Xiaoming Zhang, Zhonghua Zhao, Jie Xu, Zhoujun Li: Image-text sentiment analysis via deep multimodal attentive fusion. Knowl. Based Syst. 167: 26-37 (2019) (中科院一区，IF:8.038)
[12] Chaozhuo Li, Lei Zheng, Senzhang Wang, Feiran Huang, et al. Multi-Hot Compact Network Embedding[C]// ACM CIKM, 2019: 459-468. (CCF B类会议)
[13] Feiran Huang, Xiaoming Zhang, Zhoujun Li. Learning joint multimodal representation with adversarial attention networks[C]//2018 ACM MM, 2018: 1874-1882. (CCF A类会议)
[14] Feiran Huang, Xiaoming Zhang, Chaozhuo Li, et al. Multimodal network embedding via attention based multi-view variational autoencoder[C]// ACM ICMR. 2018: 108-116. (CCF B类会议)
[15] Yun Liu, Xiaoming Zhang, Feiran Huang, et al. Adversarial Learning of Answer-Related Representation for Visual Question Answering[C]// ACM CIKM, 2018: 1013-1022. (CCF B类会议)