PPaperPicks

Shaojie Tang

University at Buffalo, Department of Management Science and Systems, NY, USA

21 papers at tracked venues · 15 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9261-5210 ↗Homepage ↗

Venues

AAAI ×4SIGKDD ×4EMNLP ×3ACM MM ×2ICML ×2NeurIPS ×2ECML-PKDD ×1ICWSM ×1IJCAI ×1WWW ×1

Frequent coauthors

Jianwei Niu
×10
Xuefeng Liu
×10
Jing Yuan
×6
Guogang Zhu
×6
Xinghao Wu
×5
Chaoyue Niu
×3
Fan Wu
×3
Guihai Chen
×3
Xiangyang Li
×3
Haolin Wang
×3
Jiayuan Zhang
×3
Hang Zeng
×2

Papers

  1. Automated Annotation of Privacy Information in User Interactions with Large Language Models
    SIGKDD 2026 ·
    Hang Zeng
    ,
    Xiangyu Liu
    ,
    Yong Hu
    ,
    Chaoyue Niu
    ,
    Fan Wu
    , Shaojie Tang,
    Guihai Chen
  2. Learning to Optimize Job Shop Scheduling Under Structural Uncertainty
    AAAI 2026 ·
    Rui Zhang
    ,
    Jianwei Niu
    ,
    Xuefeng Liu
    , Shaojie Tang,
    Jing Yuan
  3. Scalable Mixed-Integer Optimization with Neural Constraints via Dual Decomposition
    AAAI 2026 ·
    Shuli Zeng
    ,
    Sijia Zhang
    ,
    Feng Wu
    , Shaojie Tang,
    Xiangyang Li
  4. The Power of Penalties: Negativity-Aware Incentives for High-Quality Crowdsourced Data Labeling
    WWW 2026 ·
    Kai Wang
    ,
    Runze Wu
    ,
    Yu Xiong
    ,
    Haifeng Sun
    ,
    Anran Li
    , Shaojie Tang,
    Changjie Fan
    ,
    Xiang-Yang Li
  5. Can Federated Learning Safeguard Private Data in LLM Training? Vulnerabilities, Attacks, and Defense Evaluation
    EMNLP 2025 ·
    Wenkai Guo
    ,
    Xuefeng Liu
    ,
    Haolin Wang
    ,
    Jianwei Niu
    , Shaojie Tang,
    Jing Yuan
  6. Causality Inspired Federated Learning for OOD Generalization
    ICML 2025 ·
    Jiayuan Zhang
    ,
    Xuefeng Liu
    ,
    Jianwei Niu
    , Shaojie Tang,
    Haotian Yang
    ,
    Xinghao Wu
  7. DiffDVC: Accurate Event Detection for Dense Video Captioning via Diffusion Models
    AAAI 2025 ·
    Wei Chen
    ,
    Jianwei Niu
    ,
    Xuefeng Liu
    ,
    Zhendong Wang
    , Shaojie Tang,
    Guogang Zhu
  8. Don't Restart, Just Reuse: Reoptimizing MILPs with Dynamic Parameters
    ICML 2025 ·
    Sijia Zhang
    ,
    Shuli Zeng
    ,
    Shaoang Li
    ,
    Feng Wu
    , Shaojie Tang,
    Xiangyang Li
  9. Learning Submodular Sequencing from Samples
    ECML-PKDD 2025 ·
    Jing Yuan
    ,
    Qi Cai
    ,
    Xin Gao
    , Shaojie Tang
  10. Responsible RecSys by Design: Approximation Algorithms for Calibrated Recommendations with Sponsored Items
    ICWSM 2025 ·
    Jing Yuan
    , Shaojie Tang,
    Shuzhang Cai
    ,
    Yao Wang
  11. Tackling Feature-Classifier Mismatch in Federated Learning via Prompt-Driven Feature Transformation
    NeurIPS 2025 ·
    Xinghao Wu
    ,
    Xuefeng Liu
    ,
    Jianwei Niu
    ,
    Guogang Zhu
    ,
    Mingjia Shi
    , Shaojie Tang,
    Jing Yuan
  12. BiKT: Enabling Bidirectional Knowledge Transfer Between Pretrained Models and Sequential Downstream Tasks
    EMNLP 2024 ·
    Hang Zeng
    ,
    Chaoyue Niu
    ,
    Fan Wu
    , Shaojie Tang,
    Leihao Pei
    ,
    Chengfei Lv
    ,
    Guihai Chen
  13. Decoupling General and Personalized Knowledge in Federated Learning via Additive and Low-rank Decomposition
    ACM MM 2024 ·
    Xinghao Wu
    ,
    Xuefeng Liu
    ,
    Jianwei Niu
    ,
    Haolin Wang
    , Shaojie Tang,
    Guogang Zhu
    ,
    Hao Su
  14. DualFed: Enjoying both Generalization and Personalization in Federated Learning via Hierachical Representations
    ACM MM 2024 ·
    Guogang Zhu
    ,
    Xuefeng Liu
    ,
    Jianwei Niu
    , Shaojie Tang,
    Xinghao Wu
    ,
    Jiayuan Zhang
  15. Enabling Collaborative Test-Time Adaptation in Dynamic Environment via Federated Learning
    SIGKDD 2024 ·
    Jiayuan Zhang
    ,
    Xuefeng Liu
    ,
    Yukang Zhang
    ,
    Guogang Zhu
    ,
    Jianwei Niu
    , Shaojie Tang
  16. Enhancing On-Device LLM Inference with Historical Cloud-Based LLM Interactions
    SIGKDD 2024 ·
    Yucheng Ding
    ,
    Chaoyue Niu
    ,
    Fan Wu
    , Shaojie Tang,
    Chengfei Lyu
    ,
    Guihai Chen
  17. Estimating before Debiasing: A Bayesian Approach to Detaching Prior Bias in Federated Semi-Supervised Learning
    IJCAI 2024 ·
    Guogang Zhu
    ,
    Xuefeng Liu
    ,
    Xinghao Wu
    , Shaojie Tang,
    Chao Tang
    ,
    Jianwei Niu
    ,
    Hao Su
  18. Fairness in Streaming Submodular Maximization Subject to a Knapsack Constraint
    SIGKDD 2024 ·
    Shuang Cui
    ,
    Kai Han
    , Shaojie Tang,
    Feng Li
    ,
    Jun Luo
  19. Non-monotone Sequential Submodular Maximization
    AAAI 2024 · Shaojie Tang,
    Jing Yuan
  20. Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents
    EMNLP 2024 ·
    Zengqing Wu
    ,
    Run Peng
    ,
    Shuyuan Zheng
    ,
    Qianying Liu
    ,
    Xu Han
    ,
    Brian Inhyuk Kwon
    ,
    Makoto Onizuka
    , Shaojie Tang,
    Chuan Xiao
  21. Why Go Full? Elevating Federated Learning Through Partial Network Updates
    NeurIPS 2024 ·
    Haolin Wang
    ,
    Xuefeng Liu
    ,
    Jianwei Niu
    ,
    Wenkai Guo
    , Shaojie Tang