PPaperPicks

Desheng Zhang

Rutgers University, New Brunswick, NJ, USA

27 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

CIKM ×11SIGKDD ×7AAAI ×2WWW ×2ACL ×1CSCW ×1EMNLP ×1NeurIPS ×1VLDB ×1

Frequent coauthors

Shuxin Zhong
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Zhiqing Hong
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Wenjun Lyu
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Qinchen Yang
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Zejun Xie
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Xinyue Feng
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Jinquan Hang
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Li Lin
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Guang Wang
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Lidi Zhang
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Shanshan Wang
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Taichi Liu
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Papers

  1. GenHAR: Generalizing Cross-domain Human Activity Recognition for Last-mile Delivery
    SIGKDD 2026 ·
    Zhiqing Hong
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  2. LMGL-WD: LLM-Guided Multi-Task Graph Learning for Category-Level Warehouse Demand Prediction in E-Commerce
    AAAI 2026 ·
    Wenjun Lyu
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  3. A Mixed-Methods Study of Wait Time Perception and Discrepancy in Technology-Mediated Mobility Systems
    CSCW 2025 ·
    Guang Wang
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  4. Adaptive Multi-Faceted Service Capabilities Co-Prediction for Nationwide Terminal Stations in Logistics
    AAAI 2025 ·
    Shuxin Zhong
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  5. AddrLLM: Address Rewriting via Large Language Model on Nationwide Logistics Data
    SIGKDD 2025 ·
    Qinchen Yang
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  6. CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition
    ACL 2025 ·
    Zejun Xie
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  7. D3-TR: Data-driven Daily Delivery Task Rescheduling for Cost-effective Last-mile Delivery
    CIKM 2025 ·
    Lidi Zhang
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  8. Fraudulent Delivery Detection with Multimodal Courier Behavior Data in Last-Mile Delivery
    CIKM 2025 ·
    Shanshan Wang
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  9. Hierarchical Structure Sharing Empowers Multi-task Heterogeneous GNNs for Customer Expansion
    SIGKDD 2025 ·
    Xinyue Feng
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  10. InCo: Exploring Inter-Trip Cooperation for Efficient Last-mile Delivery
    WWW 2025 ·
    Wenjun Lyu
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  11. LLM4HAR: Generalizable On-device Human Activity Recognition with Pretrained LLMs
    SIGKDD 2025 ·
    Zhiqing Hong
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  12. NeighSqueeze: Compact Neighborhood Grouping for Efficient Billion-Scale Heterogeneous Graph Learning
    CIKM 2025 ·
    Xinyue Feng
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  13. Scalable Area Difficulty Assessment with Knowledge-enhanced AI for Nationwide Logistics Systems
    SIGKDD 2025 ·
    Zejun Xie
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  14. Towards 3D Objectness Learning in an Open World
    NeurIPS 2025 ·
    Taichi Liu
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  15. A Behavior-aware Cause Identification Framework for Order Cancellation in Logistics Service
    CIKM 2024 ·
    Shuxin Zhong
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  16. AdaTrans: Adaptive Transfer Time Prediction for Multi-modal Transportation Modes
    CIKM 2024 ·
    Shuxin Zhong
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  17. Adaptive Cross-platform Transportation Time Prediction for Logistics
    CIKM 2024 ·
    Shuxin Zhong
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  18. Behavior-Aware Hypergraph Convolutional Network for Illegal Parking Prediction with Multi-Source Contextual Information
    CIKM 2024 ·
    Guang Yang
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  19. Complex-Path: Effective and Efficient Node Ranking with Paths in Billion-Scale Heterogeneous Graphs
    VLDB 2024 ·
    Jinquan Hang
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  20. DECO: Cooperative Order Dispatching for On-Demand Delivery with Real-Time Encounter Detection
    CIKM 2024 ·
    Yao Lu
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  21. DIFN: A Dual Intention-aware Network for Repurchase Recommendation with Hierarchical Spatio-temporal Fusion
    CIKM 2024 ·
    Li Lin
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  22. Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion
    CIKM 2024 ·
    Li Lin
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  23. MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
    CIKM 2024 ·
    Qinchen Yang
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  24. Paths2Pair: Meta-path Based Link Prediction in Billion-Scale Commercial Heterogeneous Graphs
    SIGKDD 2024 ·
    Jinquan Hang
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  25. Robust Route Planning under Uncertain Pickup Requests for Last-mile Delivery
    WWW 2024 ·
    Hua Yan
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  26. Variational Language Concepts for Interpreting Foundation Language Models
    EMNLP 2024 ·
    Hengyi Wang
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  27. Where Have You Been? A Study of Privacy Risk for Point-of-Interest Recommendation
    SIGKDD 2024 ·
    Kunlin Cai
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