SW
Senzhang Wang
cs.LGcs.IRcs.SIcs.AIstat.MLcs.CVcs.CLcs.DBcs.DLcs.NE
On Valency
published · living versionsW_768dqux4·v1 · currentpublished
Beyond the Opening: Tracing the First Token's Persistent Influence on Reasoning Length
with Ruochen Liu, Hao Yan, Ziluowen Luo, Sihong Xie
1 version
W_mmmcgndb·v1published
W_zrnqc2se·v1published
Preprints & journals
60 papers in the corpus · 2014–2026Uncertainty-Aware Motion Planning for Autonomous Driving in Mixed Traffic Environment2606.09958v1 · Ming Cheng, Hao Chen, Ziyi Yang et al.2026 · 0 citationsarXiv
A Survey of Graph Neural Networks in Real World: Imbalance, Noise, Privacy and OOD Challenges.41201947 · Ju, Wei, Yi, Siyu, Wang, Yifan et al.2025 · 53 citationsIEEE transactions on pattern analysis and machine intelligence. 2025;PP
Humanoid-inspired Causal Representation Learning for Domain Generalization2510.16382v1 · Ze Tao, Jian Zhang, Haowei Li et al.2025 · 0 citationsarXiv
STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation2508.10669v1 · Zhenye Yang, Jinpeng Chen, Huan Li et al.2025 · 2 citationsCIKM '2025: Proceedings of the 34th ACM International Conference on Information and Knowledge Management
Hierarchical Intent-guided Optimization with Pluggable LLM-Driven Semantics for Session-based Recommendation2507.04623v1 · Jinpeng Chen, Jianxiang He, Huan Li et al.2025 · 6 citationsarXiv
Leveraging Multimodal Data and Side Users for Diffusion Cross-Domain Recommendation2507.04000v1 · Fan Zhang, Jinpeng Chen, Huan Li et al.2025 · 5 citationsarXiv
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation2506.08054v2 · Yiming Wang, Hao Peng, Senzhang Wang et al.2025 · 5 citationsarXiv
FilterLLM: Text-To-Distribution LLM for Billion-Scale Cold-Start Recommendation2502.16924v1 · Ruochen Liu, Hao Chen, Yuanchen Bei et al.2025 · 0 citationsarXiv
C2F-TP: A Coarse-to-Fine Denoising Framework for Uncertainty-Aware Trajectory Prediction2412.13231v3 · Zichen Wang, Hao Miao, Senzhang Wang et al.2024 · 8 citationsarXiv
FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images2410.22771v2 · Zheng Yu, Yaohua Wang, Siying Cui et al.2024 · 1 citationarXiv
When Graph meets Multimodal: Benchmarking and Meditating on Multimodal Attributed Graphs Learning2410.09132v2 · Hao Yan, Chaozhuo Li, Jun Yin et al.2024 · 0 citationsarXiv
Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism2409.09253v2 · Jun Yin, Zhengxin Zeng, Mingzheng Li et al.2024 · 6 citationsarXiv
GPT4Rec: Graph Prompt Tuning for Streaming Recommendation2406.08229v2 · Peiyan Zhang, Yuchen Yan, Xi Zhang et al.2024 · 14 citationsarXiv
PeFAD: A Parameter-Efficient Federated Framework for Time Series Anomaly Detection2406.02318v2 · Ronghui Xu, Hao Miao, Senzhang Wang et al.2024 · 46 citationsarXiv
Deep Multi-View Channel-Wise Spatio-Temporal Network for Traffic Flow Prediction2404.15034v1 · Hao Miao, Senzhang Wang, Meiyue Zhang et al.2024 · 1 citationarXiv
High-Frequency-aware Hierarchical Contrastive Selective Coding for Representation Learning on Text-attributed Graphs2402.16240v2 · Peiyan Zhang, Chaozhuo Li, Liying Kang et al.2024 · 4 citationsarXiv
Large Language Model Simulator for Cold-Start Recommendation2402.09176v2 · Feiran Huang, Yuanchen Bei, Zhenghang Yang et al.2024 · 72 citationsarXiv
Multi-Behavior Collaborative Filtering with Partial Order Graph Convolutional Networks2402.07659v2 · Yijie Zhang, Yuanchen Bei, Hao Chen et al.2024 · 23 citationsarXiv
Macro Graph Neural Networks for Online Billion-Scale Recommender Systems2401.14939v2 · Hao Chen, Yuanchen Bei, Qijie Shen et al.2024 · 63 citationsarXiv
Spatial data intelligence and city metaverse: A review.40528987 · Meng, Xiaofeng, Li, Yong, Liu, Ke et al.2025 · 11 citationsFundamental research. 2025;5(3):1169-1193
MultiSPANS: A Multi-range Spatial-Temporal Transformer Network for Traffic Forecast via Structural Entropy Optimization2311.02880v1 · Dongcheng Zou, Senzhang Wang, Xuefeng Li et al.2023 · 48 citationsarXiv
Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation2311.00491v1 · Jiangnan Xia, Yu Yang, Senzhang Wang et al.2023 · 20 citationsIEEE Transactions on Knowledge and Data Engineering, 2023
TransGNN: Harnessing the Collaborative Power of Transformers and Graph Neural Networks for Recommender Systems2308.14355v3 · Peiyan Zhang, Yuchen Yan, Xi Zhang et al.2023 · 93 citationsarXiv
Continual Learning on Dynamic Graphs via Parameter Isolation2305.13825v2 · Peiyan Zhang, Yuchen Yan, Chaozhuo Li et al.2023 · 50 citationsarXiv
Knowledge-based and data-driven underground pressure forecasting based on graph structure learning.36212087 · Wang, Yue, Liu, Mingsheng, Huang, Yongjian et al.2024 · 8 citationsInternational journal of machine learning and cybernetics. 2022:1-16
Geometric Interaction Augmented Graph Collaborative Filtering2208.01250v1 · Yiding Zhang, Chaozhuo Li, Senzhang Wang et al.2022 · 0 citationsarXiv
AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation2205.08776v3 · Juyong Jiang, Peiyan Zhang, Yingtao Luo et al.2022 · 60 citationsarXiv
Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks2205.04816v1 · Jiaqiang Zhang, Senzhang Wang, Songcan Chen2022 · 84 citationsIJCAI2022
HousE: Knowledge Graph Embedding with Householder Parameterization2202.07919v3 · Rui Li, Jianan Zhao, Chaozhuo Li et al.2022 · 30 citationsarXiv
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space2202.03800v3 · Yaohua Wang, Yaobin Zhang, Fangyi Zhang et al.2022 · 14 citationsarXiv
Semi-Supervised Variational User Identity Linkage via Noise-Aware Self-Learning2112.07373v1 · Chaozhuo Li, Senzhang Wang, Zheng Liu et al.2021 · 22 citationsarXiv
Improving Sequential Recommendations via Bidirectional Temporal Data Augmentation with Pre-training2112.06460v6 · Juyong Jiang, Peiyan Zhang, Yingtao Luo et al.2021 · 18 citationsarXiv
ACE-HGNN: Adaptive Curvature Exploration Hyperbolic Graph Neural Network2110.07888v1 · Xingcheng Fu, Jianxin Li, Jia Wu et al.2021 · 41 citationsarXiv
SR-HetGNN:Session-based Recommendation with Heterogeneous Graph Neural Network2108.05641v3 · Jinpeng Chen, Haiyang Li, Xudong Zhang et al.2021 · 15 citationsarXiv
A Robust and Generalized Framework for Adversarial Graph Embedding2105.10651v1 · Jianxin Li, Xingcheng Fu, Hao Peng et al.2021 · 18 citationsarXiv
GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism.32916967 · Nawaz, Asif, Huang, Zhiqiu, Wang, Senzhang et al.2020 · 26 citationsSensors (Basel, Switzerland). 2020;20(18)
Pairwise Learning for Name Disambiguation in Large-Scale Heterogeneous Academic Networks2008.13099v4 · Qingyun Sun, Hao Peng, Jianxin Li et al.2020 · 21 citationsarXiv
Adversarial Directed Graph Embedding2008.03667v3 · Shijie Zhu, Jianxin Li, Hao Peng et al.2020 · 48 citationsarXiv
Interpretable Deep Learning Model for Online Multi-touch Attribution2004.00384v1 · Dongdong Yang, Kevin Dyer, Senzhang Wang2020 · 4 citationsarXiv
SOM-based DDoS Defense Mechanism using SDN for the Internet of Things2003.06834v2 · Yunfei Meng, Zhiqiu Huang, Senzhang Wang et al.2020 · 0 citationsarXiv
Deep Collaborative Filtering with Multi-Aspect Information in Heterogeneous Networks1909.06627v1 · Chuan Shi, Xiaotian Han, Li Song et al.2019 · 101 citationsarXiv
Behavior-aware Service Access Control Mechanism using Security Policy Monitoring for SOA Systems1908.10201v1 · Yunfei Meng, Zhiqiu Huang, Senzhang Wang et al.2019 · 0 citationsarXiv
Label-Aware Graph Convolutional Networks1907.04707v2 · Hao Chen, Yue Xu, Feiran Huang et al.2019 · 61 citationsarXiv
Deep Learning for Spatio-Temporal Data Mining: A Survey1906.04928v2 · Senzhang Wang, Jiannong Cao, Philip S. Yu2019 · 843 citationsarXiv
Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling1906.03586v1 · Hao Peng, Jianxin Li, Hao Yan et al.2019 · 40 citationsarXiv
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification1906.04898v1 · Hao Peng, Jianxin Li, Qiran Gong et al.2019 · 176 citationsarXiv
Mutual Clustering on Comparative Texts via Heterogeneous Information Networks1903.03762v1 · Jianping Cao, Senzhang Wang (Corresponding author), Danyan Wen et al.2019 · 8 citationsKnowledge and Information System, 2019
Multi-Hot Compact Network Embedding1903.03213v2 · Chaozhuo Li, Senzhang Wang, Philip S. Yu et al.2019 · 10 citationsPublished in CIKM 2019
CodeGRU: Context-aware Deep Learning with Gated Recurrent Unit for Source Code Modeling1903.00884v2 · Yasir Hussain, Zhiqiu Huang, Yu Zhou et al.2019 · 35 citationsInformation and Software Technology. Volume 125, September 2020, 106309
Enhancing Stock Market Prediction with Extended Coupled Hidden Markov Model over Multi-Sourced Data1809.00306v1 · Xi Zhang, Yixuan Li, Senzhang Wang et al.2018 · 54 citationsarXiv
Career total: 239 works. 60 are in this corpus.Showing the 50 most recent.
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