PPaperPicks

Desheng Zhang

Rutgers University, New Brunswick, NJ, USA

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

DBLP profile ↗ORCID 0000-0001-9307-8736 ↗Homepage ↗

Venues

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

Frequent coauthors

Guang Wang
×13
Zhiqing Hong
×12
Haotian Wang
×12
Tian He
×11
Guang Yang
×10
Wenjun Lyu
×10
Shuxin Zhong
×9
Yu Yang
×9
Yunhuai Liu
×6
Shuai Wang
×5
Jinquan Hang
×5
Zejun Xie
×4

Papers

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