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ki-ljl/README.md

Hi there 👋

  • 🔭 I received my bachelor's and master's degrees from North China Electric Power University and Tianjin University respectively.

  • 🔭 I'm currently working on the research related to the ERNIE Bot at Baidu.

  • 🌱 My research includes LLM, RL, Graph Machine Learning and Time Series Forecasting.

  • 📫 How to reach me: lijunliang@tju.edu.cn.

Recent Publications

  • J. Li, Y. Wang, Y. Chen, Y. Ran, R. Zhang, J. Liu, H. Wu, and H. Wang, Knowledge-Level Consistency Reinforcement Learning: Dual-Fact Alignment for Long-Form Factuality (Under Peer Review) [🧾 Paper] | [💻 Code] | [🤗 Models]
  • J. Li, Y. Yang, Y. Zhang, Q. Hu, A. Zhao, and H. Gao, Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction (AAAI 2025) [🧾 Paper] | [💻 Code]
  • J. Li, Y. Yang, Q. Hu, X. Wang, and H. Gao, Public Opinion Field Effect Fusion in Representation Learning for Trending Topics Diffusion (NeurIPS 2023) [🧾 Paper] | [💻 Code]
  • J. Li, Y. Yang, Q. Hu, X. Wang, and H. Gao, Hierarchical Label Inference Incorporating Attribute Semantics in Attributed Networks (ICDM 2023) [🧾 Paper] | [💻 Code]
  • J. Li, Y. Yang, Q. Hu, X. Wang, and H. Gao, Hierarchical Label Inference in Dynamic Attributed Networks via Label Semantics (Under Peer Review (TOIS 2024))
  • J. Li, R. Jiao, S. Wang, and H. He, An Ensemble Load Forecasting Model Based on Online Error Updating (Proceedings of the CSEE)
  • R. Jiao, J. Chu, J. Li, and W. Zhang, Personalized Federated Multi-region Load Forecasting Method Based on Data Decomposition (Proceedings of the CSEE)

Pinned Loading

  1. Awesome-Long-Form-Factuality Awesome-Long-Form-Factuality Public

    Awesome Long-Form Factuality: A Curated List of Papers and Resources on Enhancing Factuality in Long-Form LLM Generations

    22 1

  2. pyg-team/pytorch_geometric pyg-team/pytorch_geometric Public

    Graph Neural Network Library for PyTorch

    Python 23k 3.9k

  3. GNNs-for-Node-Classification GNNs-for-Node-Classification Public

    Some GNNs are implemented using PyG for node classification tasks, including: GCN, GraphSAGE, SGC, GAT, R-GCN and HAN (Heterogeneous Graph Attention Network), which will continue to be updated in t…

    Python 140 24

  4. GNNs-for-Link-Prediction GNNs-for-Link-Prediction Public

    Some GNNs are implemented using PyG for link prediction tasks, including: GCN, GraphSAGE, GAT, Node2Vec、RGCN、HGT and HAN, which will continue to be updated in the future.

    Python 66 3

  5. FedProx-PyTorch FedProx-PyTorch Public

    PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).

    Python 112 19

  6. FedPer FedPer Public

    PyTorch implementation of FedPer (Federated Learning with Personalization Layers).

    Python 77 5

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