Songlei Jian - RankMe

64 papers A* 11A 3B 5C 3Misc 4Journal 32Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Angel or devil: Discriminating hard samples and anomaly contaminations for unsupervised time series anomaly detection. Neural Networks Ruyi Zhang, Hongzuo Xu, Songlei Jian, Yusong Tan, Haifang Zhou, Rulin Xu
2026	J	`jnl`	BadLLM-TG: A Backdoor Defender powered by LLM Trigger Generator. CoRR Ruyi Zhang, Heng Gao, Songlei Jian, Yusong Tan, Haifang Zhou
2026	J	`jnl`	Cognitive Chunking for Soft Prompts: Accelerating Compressor Learning via Block-wise Causal Masking. CoRR Guojie Liu, Yiqi Wang, Yanfeng Yang, Wenqi Fan, Songlei Jian, Jianfeng Zhang, Jie Yu
2026	J	`jnl`	JPU: Bridging Jailbreak Defense and Unlearning via On-Policy Path Rectification. CoRR Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Zhaoye Li, Bin Ji, Baosheng Wang, Jie Yu
2025	J	`jnl`	A unified multimodal classification framework based on deep metric learning. Neural Networks Liwen Peng, Songlei Jian, Minne Li, Zhigang Kan, Linbo Qiao, Dongsheng Li
2025	—	`conf`	BadWindtunnel: Defending Backdoor in High-noise Simulated Training with Confidence Variance. ACL (Findings) Ruyi Zhang, Songlei Jian, Yusong Tan, Heng Gao, Haifang Zhou, Kai Lu
2025	C	`conf`	Enhancing Graph Neural Networks for Graph Classification via Structure-Guided Adaptor. CSCWD Wen Yin, Yiqi Wang, Jiaxin Zhang, Yu Shi, Ruichao Ren, Songlei Jian, Jianfeng Zhang, Yan Ding
2025	Misc	`conf`	Frequency-enhanced Comprehensive Dependency Attention for Time Series Anomaly Detection. ICASSP Haonan Chen, Hongzuo Xu, Songlei Jian, Ruyi Zhang, Xingming Li, Zibo Yi
2025	Misc	`conf`	Gated Cross-Attention Network for Depth Completion. ICASSP Xiaogang Jia, Songlei Jian, Yusong Tan, Yonggang Che, Wei Chen, Zhengfa Liang
2025	B	`conf`	Hierarchical Neural Architecture Search for Fast and Accurate Depth Completion. ICMR Xiaogang Jia, Songlei Jian, Yusong Tan, Yonggang Che, Wei Chen, Zhengfa Liang, Yulin He
2025	B	`conf`	MOVie: GPU Memory Optimization for Large-Scale DNNs Training with Virtual Memory Management. IJCNN Zijun Ma, Jiabao Tang, Songlei Jian, Jianfeng Zhang, Yusong Tan
2025	A	`conf`	MetaCAN: Improving Generalizability of Few-shot Anomaly Detection with Meta-learning. CIKM Zhisheng Lv, Jianfeng Zhang, Songlei Jian, Chenlin Huang, Hongguang Zhang, Guansong Pang, Zhong Liu
2025	A*	`conf`	Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience. EMNLP Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Bin Ji, Ma Jun, Xiaodong Liu, Jing Wang, Jianfeng Zhang, Jie Yu, Feilong Bao, Wangbaosheng
2025	J	`jnl`	Stand on The Shoulders of Giants: Building JailExpert from Previous Attack Experience. CoRR Xi Wang, Songlei Jian, Shasha Li, Xiaopeng Li, Bin Ji, Jun Ma, Xiaodong Liu, Jing Wang, Feilong Bao, Jianfeng Zhang, Baosheng Wang, Jie Yu
2024	J	`jnl`	Angel or Devil: Discriminating Hard Samples and Anomaly Contaminations for Unsupervised Time Series Anomaly Detection. CoRR Ruyi Zhang, Hongzuo Xu, Songlei Jian, Yusong Tan, Haifang Zhou, Rulin Xu
2024	J	`jnl`	Calibrated One-Class Classification for Unsupervised Time Series Anomaly Detection. IEEE Trans. Knowl. Data Eng. Hongzuo Xu, Yijie Wang, Songlei Jian, Qing Liao, Yongjun Wang, Guansong Pang
2024	Misc	`conf`	DGLP: Incorporating Orientation Information for Enhanced Link Prediction in Directed Graphs. ICASSP Yusen Zhang, Yusong Tan, Songlei Jian, Qingbo Wu, Kenli Li
2024	—	`conf`	DOME: Dynamic Optimization of GPU Memory for Training DNN Models with Limited Resources. MSN Zijun Ma, Songlei Jian, Yusong Tan
2024	B	`conf`	HMO: Host Memory Optimization for Model Inference Acceleration on Edge Devices. SMC Chaoxiong Yi, Songlei Jian, Yusong Tan, Yusen Zhang
2024	A*	`conf`	Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning (Extended Abstract). ICDE Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2024	C	`conf`	MACA: Memory-aware convolution accelerating for CNN inference on edge devices. CSCWD Chaoxiong Yi, Songlei Jian, Yusong Tan, Yusen Zhang
2024	J	`jnl`	Not all fake news is semantically similar: Contextual semantic representation learning for multimodal fake news detection. Inf. Process. Manag. Liwen Peng, Songlei Jian, Zhigang Kan, Linbo Qiao, Dong Sheng Li
2024	J	`jnl`	OnceNAS: Discovering efficient on-device inference neural networks for edge devices. Inf. Sci. Yusen Zhang, Yunchuan Qin, Yufeng Zhang, Xu Zhou, Songlei Jian, Yusong Tan, Kenli Li
2023	A*	`conf`	Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning. ICML Hongzuo Xu, Yijie Wang, Juhui Wei, Songlei Jian, Yizhou Li, Ning Liu
2023	J	`jnl`	Fascinating Supervisory Signals and Where to Find Them: Deep Anomaly Detection with Scale Learning. CoRR Hongzuo Xu, Yijie Wang, Juhui Wei, Songlei Jian, Yizhou Li, Ning Liu
2023	J	`jnl`	Hierarchical Adaptive Pooling by Capturing High-Order Dependency for Graph Representation Learning. IEEE Trans. Knowl. Data Eng. Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2023	A	`conf`	LogRep: Log-based Anomaly Detection by Representing both Semantic and Numeric Information in Raw Messages. ISSRE Xiaoda Xie, Songlei Jian, Chenlin Huang, Fengyuan Yu, Yunjia Deng
2023	—	`conf`	LogTraceAD: Anomaly Detection from Both Logs and Traces with Graph Representation Learning. CNCIT Xiaoda Xie, Songlei Jian, Chenlin Huang
2023	Misc	`conf`	MRML: Multimodal Rumor Detection by Deep Metric Learning. ICASSP Liwen Peng, Songlei Jian, Dongsheng Li, Siqi Shen
2023	J	`jnl`	Multi-scale Recurrent LSTM and Transformer Network for Depth Completion. CoRR Xiaogang Jia, Yusong Tan, Songlei Jian, Yonggang Che
2023	J	`jnl`	RoSAS: Deep Semi-Supervised Anomaly Detection with Contamination-Resilient Continuous Supervision. CoRR Hongzuo Xu, Yijie Wang, Guansong Pang, Songlei Jian, Ning Liu, Yongjun Wang
2023	J	`jnl`	RoSAS: Deep semi-supervised anomaly detection with contamination-resilient continuous supervision. Inf. Process. Manag. Hongzuo Xu, Yijie Wang, Guansong Pang, Songlei Jian, Ning Liu, Yongjun Wang
2023	J	`jnl`	Robust unsupervised network intrusion detection with self-supervised masked context reconstruction. Comput. Secur. Wei Wang, Songlei Jian, Yusong Tan, Qingbo Wu, Chenlin Huang
2022	J	`jnl`	Calibrated One-class Classification for Unsupervised Time Series Anomaly Detection. CoRR Hongzuo Xu, Yijie Wang, Songlei Jian, Qing Liao, Yongjun Wang, Guansong Pang
2022	B	`conf`	Evaluation Ranking is More Important for NAS. IJCNN Yusen Zhang, Bao Li, Yusong Tan, Songlei Jian
2022	J	`jnl`	RED: Learning the role embedding in networks via Discrete-time quantum walk. Appl. Intell. Xin Wang, Songlei Jian, Kai Lu, Yi Zhang, Kai Liu
2022	J	`jnl`	Representation learning-based network intrusion detection system by capturing explicit and implicit feature interactions. Comput. Secur. Wei Wang, Songlei Jian, Yusong Tan, Qingbo Wu, Chenlin Huang
2022	A	`conf`	Unsupervised Hierarchical Graph Pooling via Substructure-Sensitive Mutual Information Maximization. CIKM Ning Liu, Songlei Jian, Dongsheng Li, Hongzuo Xu
2021	A*	`conf`	Beyond Outlier Detection: Outlier Interpretation by Attention-Guided Triplet Deviation Network. WWW Hongzuo Xu, Yijie Wang, Songlei Jian, Zhenyu Huang, Yongjun Wang, Ning Liu, Fei Li
2021	J	`jnl`	DRAM Failure Prediction in AIOps: EmpiricalEvaluation, Challenges and Opportunities. CoRR Zhiyue Wu, Hongzuo Xu, Guansong Pang, Fengyuan Yu, Yijie Wang, Songlei Jian, Yongjun Wang
2021	J	`jnl`	Hierarchical Adaptive Pooling by Capturing High-order Dependency for Graph Representation Learning. CoRR Ning Liu, Songlei Jian, Dongsheng Li, Yiming Zhang, Zhiquan Lai, Hongzuo Xu
2021	B	`conf`	Integrating Argument-Level Attention with Multi-Level Scores to Predict What Happen Next. IJCNN Zhenyu Huang, Yongjun Wang, Hongzuo Xu, Songlei Jian
2021	A*	`conf`	Rethinking Class Relations: Absolute-Relative Supervised and Unsupervised Few-Shot Learning. CVPR Hongguang Zhang, Piotr Koniusz, Songlei Jian, Hongdong Li, Philip H. S. Torr
2021	—	`conf`	Script event prediction based on pre-trained model with tail event enhancement. CSAI Zhenyu Huang, Yongjun Wang, Hongzuo Xu, Songlei Jian, Zhongyang Wang
2021	J	`jnl`	Toward security as a service: A trusted cloud service architecture with policy customization. J. Parallel Distributed Comput. Chenlin Huang, Wei Chen, Lu Yuan, Yan Ding, Songlei Jian, Yusong Tan, Hua Chen, Dan Chen
2020	J	`jnl`	CDE++: Learning Categorical Data Embedding by Enhancing Heterogeneous Feature Value Coupling Relationships. Entropy Bin Dong, Songlei Jian, Ke Zuo
2020	J	`jnl`	Learning Multimodal Representations by Symmetrically Transferring Local Structures. Symmetry Bin Dong, Songlei Jian, Kai Lu
2020	A*	`conf`	Representation Learning with Multiple Lipschitz-Constrained Alignments on Partially-Labeled Cross-Domain Data. AAAI Songlei Jian, Liang Hu, Longbing Cao, Kai Lu
2020	J	`jnl`	Rethinking Class Relations: Absolute-relative Few-shot Learning. CoRR Hongguang Zhang, Philip H. S. Torr, Hongdong Li, Songlei Jian, Piotr Koniusz
2020	J	`jnl`	复杂异构数据的表征学习综述 (Survey on Representation Learning of Complex Heterogeneous Data). 计算机科学 Songlei Jian, Kai Lu
2019	J	`jnl`	CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning. IEEE Trans. Knowl. Data Eng. Songlei Jian, Guansong Pang, Longbing Cao, Kai Lu, Hang Gao
2019	A*	`conf`	Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content. AAAI Songlei Jian, Liang Hu, Longbing Cao, Kai Lu, Hang Gao
2019	J	`jnl`	Evolving Coauthorship Modeling and Prediction via Time-Aware Paired Choice Analysis. IEEE Access Liang Hu, Qingkui Chen, Longbing Cao, Songlei Jian, Haiyan Zhao, Jian Cao
2019	A*	`conf`	HERS: Modeling Influential Contexts with Heterogeneous Relations for Sparse and Cold-Start Recommendation. AAAI Liang Hu, Songlei Jian, Longbing Cao, Zhiping Gu, Qingkui Chen, Artak Amirbekyan
2019	J	`jnl`	STA: Adversarial Attacks on Siamese Trackers. CoRR Xugang Wu, Xiaoping Wang, Xu Zhou, Songlei Jian
2018	A*	`conf`	Interpretable Recommendation via Attraction Modeling: Learning Multilevel Attractiveness over Multimodal Movie Contents. IJCAI Liang Hu, Songlei Jian, Longbing Cao, Qingkui Chen
2018	A*	`conf`	Metric-Based Auto-Instructor for Learning Mixed Data Representation. AAAI Songlei Jian, Liang Hu, Longbing Cao, Kai Lu
2018	J	`jnl`	Neural Cross-Session Filtering: Next-Item Prediction Under Intra- and Inter-Session Context. IEEE Intell. Syst. Liang Hu, Qingkui Chen, Haiyan Zhao, Songlei Jian, Longbing Cao, Jian Cao
2018	J	`jnl`	Unsupervised Coupled Metric Similarity for Non-IID Categorical Data. IEEE Trans. Knowl. Data Eng. Songlei Jian, Longbing Cao, Kai Lu, Hang Gao
2017	J	`jnl`	A subspace ensemble framework for classification with high dimensional missing data. Multidimens. Syst. Signal Process. Hang Gao, Songlei Jian, Yuxing Peng, Xinwang Liu
2017	A*	`conf`	Embedding-based Representation of Categorical Data by Hierarchical Value Coupling Learning. IJCAI Songlei Jian, Longbing Cao, Guansong Pang, Kai Lu, Hang Gao
2016	—	`conf`	Incomplete Multi-view Clustering. IIP Hang Gao, Yuxing Peng, Songlei Jian
2016	—	`conf`	Probability-Weighted Extreme Learning Machine for Classification with Uncertain Data. DSC Hang Gao, Yuxing Peng, Songlei Jian
2016	C	`conf`	Unified Weighted Label Propagation Algorithm Using Connection Factor. ADMA Xin Wang, Songlei Jian, Kai Lu, Xiaoping Wang