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RS2002/README.md

Welcome to My GitHub 👋

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Projects

A. Transportation Reinforcement Learning

  1. Algorithm Discrimination:

    [Assignment-Net, PPO-DQN] Discriminatory Order Assignment and Payment-Setting on Food-Delivery Platforms: A Multi-Action and Multi-Agent Reinforcement Learning Framework

    [Heterogeneous Assignment-Net, PPO-KL-CLIP, Multi-LoRA] The Impacts of Data Privacy Regulations on Food-Delivery Platforms (Transportation Research Part C)

  2. Order Assignment:

    [Triple-BERT] Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?

    [OSPO] One Step is Enough: Multi-Agent Reinforcement Learning based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms

B. Wireless Sensing

  1. Cross-Domain Wi-Fi Sensing:

    [CrossFi, CSi-Net, Weight-Net] CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network (IEEE IOTJ)

    [KNN-MMD] KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment (IEEE ICCC 2025)

  2. CSI Time Series:

    [CSI-BERT2] CSI-BERT2: A BERT-Inspired Framework for Efficient CSI Prediction and Recognition in Wireless Communication and Sensing

    [CSI-BERT] Finding the Missing Data: A BERT-inspired Approach Against Package Loss in Wireless Sensing (IEEE INFOCOM WKSHPS 2024)

  3. Wi-Fi Sensing System:

    [Lo-Fi] LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracing (IEEE GLOBECOM WKSHPS 2025)

    [ESP32 Demo] ESP32-Realtime-System: A Realtime Wi-Fi Sensing System Demo

C. Music Information Retrieval

  1. Music Understanding:

    [Adversarial-MidiBERT] Let Network Decide What to Learn: Symbolic Music Understanding Model Based on Large-scale Adversarial Pre-training (ACM ICMR 2025)

  2. Music Generation:

    [PianoBART] PianoBART: Symbolic Piano Music Understanding and Generating with Large-Scale Pre-Training (IEEE ICME 2024)

    [I2M-VLM] Zero-Effort Image-to-Music Generation: An Interpretable RAG-Based VLM Approach

  3. Stage Light Control:

    [Skip-BART] Automatic Stage Lighting Control: Is it a Rule-Driven Process or Generative Task?

D. Others

  1. LLM/NLP:

    [Confident RAG, Mixture-Embedding RAG] Each to Their Own: Exploring the Optimal Embedding in RAG [OpenCompass Tool] Customized-OpenCompass-API

  2. Time Series:

    [ARL] Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need (IEEE GLOBECOM WKSHPS 2025)

    [DL4Finance] Label Unbalance in High-frequency Trading (Technical Report)

  3. Reinforcement Learning:

    [ARS-Bezier] A Trajectory-based Reinforcement Learning Approach for Autonomous Locomotion of a Rat Robot (Technical Report)

    [PPO4Rat] Motion Control Method for Small Quadruped Robots Based on Trajectory Modulation and Reinforcement Learning (SYSU Bachelor Thesis 2024)

Datasets

  1. WiGesture: Wi-Fi Gesture Recognition Dataset (including person ID)
  2. WiFall: Wi-Fi Fall Detection (Action Recognition) Dataset (including person ID)
  3. WiCount: Wi-Fi Crowd Counting Dataset
  4. LoFi: Wi-Fi Localization (Tracking) Dataset (including person ID)
  5. RPMC-L2: Stage Lighting Control Dataset

Pinned Loading

  1. Triple-BERT Triple-BERT Public

    Official Repository for The Paper, Triple-BERT: Do We Really Need MARL for Order Dispatch on Ride-Sharing Platforms?

    Python

  2. OSPO OSPO Public

    Official Repository for The Paper, One Step is Enough: Multi-Agent Reinforcement Learning based on One-Step Policy Optimization for Order Dispatch on Ride-Sharing Platforms

    Python 3 1

  3. GDPR-Food-Delivery GDPR-Food-Delivery Public

    [Transportation Research Part C] Official Repository for The Paper, The Impacts of Data Privacy Regulations on Food-Delivery Platforms

    Python

  4. CrossFi CrossFi Public

    [IEEE IOT-J] Official Repository for The Paper, CrossFi: A Cross Domain Wi-Fi Sensing Framework Based on Siamese Network

    Python 9 1

  5. KNN-MMD KNN-MMD Public

    [ICCC 2025] Official Repository for The Paper, KNN-MMD: Cross Domain Wireless Sensing via Local Distribution Alignment

    Python 10 1

  6. CSI-BERT2 CSI-BERT2 Public

    Official Repository for The Paper, CSI-BERT2: A BERT-Inspired Framework for Efficient CSI Prediction and Recognition in Wireless Communication and Sensing

    Python 1