Shuo Sun

1. A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist
   2024/02/28 by Wentao Zhang, Zhang, Wentao, Lingxuan Zhao +23 · 34 citations
   Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Multi-Agent Systems and Negotiation #Stock Market Forecasting Methods #Complex Systems and Time Series Analysis
2. AudioBench: A Universal Benchmark for Audio Large Language Models
   2024/06/23 by Bin Wang, Xunlong Zou, Wang, Bin +15 · 31 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
3. DRAMA: An Efficient End-to-end Motion Planner for Autonomous Driving with Mamba
   2024/08/07 by Chengran Yuan, Yuan, Chengran, Zhanqi Zhang +19 · 21 citations
   Computer Science · Engineering · #Control and Dynamics of Mobile Robots #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
4. WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from\n Wikipedia
   2019/07/10 by Holger Schwenk, Schwenk, Holger, Vishrav Chaudhary +7 · 8 citations
   Computer Science · Social Sciences · #Natural Language Processing Techniques #Text Readability and Simplification #Wikis in Education and Collaboration
5. SEACrowd: A Multilingual Multimodal Data Hub and Benchmark Suite for Southeast Asian Languages
   2024/06/14 by Holy Lovenia, Rahmad Mahendra, Lovenia, Holy +119 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems
6. PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement
   2022/12/06 by Wanqi Xue, Qingpeng Cai, Xue, Wanqi +13 · 5 citations
   Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research #Reinforcement Learning in Robotics
7. Fundamental Physics and Cosmology with TianQin
   2025/02/27 by Jun Luo, Haipeng An, Luo, Jun +73 · 4 voices · 6 citations
   Physics and Astronomy · #gr-qc #astro-ph.CO #astro-ph.IM #hep-th
8. High-Fidelity SLAM Using Gaussian Splatting with Rendering-Guided Densification and Regularized Optimization
   2024/03/19 by Shuo Sun, Malcolm Mielle, Sun, Shuo +5 · 4 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Robotics (cs.RO) #Robotics and Sensor-Based Localization
9. Nanodiamond integration with photonic devices
   2016/10/11 by Marina Radulaski, Jingyuan Linda Zhang, Radulaski, Marina +29 · 1 citation
   Materials Science · Physics and Astronomy · Engineering · #Diamond and Carbon-based Materials Research #Advanced Fiber Laser Technologies #Photonic and Optical Devices
10. ControlMTR: Control-Guided Motion Transformer with Scene-Compliant Intention Points for Feasible Motion Prediction
    2024/04/16 by Jiawei Sun, Chengran Yuan, Sun, Jiawei +17 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO)
11. DriveSceneGen: Generating Diverse and Realistic Driving Scenarios from Scratch
    2023/09/26 by Shuo Sun, Zekai Gu, Sun, Shuo +13 · 2 citations
    Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Traffic Prediction and Management Techniques #Advanced Neural Network Applications
12. Generative Video Semantic Communication via Multimodal Semantic Fusion with Large Model
    2025/02/19 by Hang Yin, Li Qiao, Yin, Hang +11 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Information Theory (cs.IT) #Signal Processing (eess.SP) #Video Analysis and Summarization #electronic engineering #information engineering
13. Riemannian quantum circuit optimization based on matrix product operators
    2025/01/15 by Isabel Nha Minh Le, Le, Isabel Nha Minh, Shuo Sun +3 · 3 citations
    Computer Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata
14. Quantitative Stock Investment by Routing Uncertainty-Aware Trading Experts: A Multi-Task Learning Approach
    2022/06/07 by Shuo Sun, Sun, Shuo, Rundong Wang +3 · 1 citation
    Decision Sciences · Economics, Econometrics and Finance · #Stock Market Forecasting Methods #Financial Markets and Investment Strategies #Forecasting Techniques and Applications
15. PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets
    2023/01/14 by Shuo Sun, Molei Qin, Sun, Shuo +5 · 1 citation
    Business, Management and Accounting · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Economics and business #FinTech, Crowdfunding, Digital Finance #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR)
16. Deep Learning-Based Traffic-Aware Base Station Sleep Mode and Cell Zooming Strategy in RIS-Aided Multi-Cell Networks
    2024/12/25 by Shuo Sun, Sun, Shuo, Chong Huang +7 · 2 citations
    Engineering · Computer Science · #Advanced MIMO Systems Optimization #Software-Defined Networks and 5G #Molecular Communication and Nanonetworks
17. Advancing Singlish Understanding: Bridging the Gap with Datasets and Multimodal Models
    2025/01/02 by Bin Wang, Xunlong Zou, Wang, Bin +15 · 2 citations
    Social Sciences · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
18. RMP-YOLO: A Robust Motion Predictor for Partially Observable Scenarios even if You Only Look Once
    2024/09/18 by Jiawei Sun, Jiahui Li, Sun, Jiawei +15 · 1 citation
    Computer Science · #Advanced Vision and Imaging #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics (cs.RO) #Video Analysis and Summarization
19. JD.com Improves Fulfillment Efficiency with Data-driven Integrated Assortment Planning and Inventory Allocation
    2025/09/15 by Zuo‐Jun Max Shen, Shuo Sun, Shen, Zuo-Jun Max +13 · 1 citation
    Business, Management and Accounting · Decision Sciences · Engineering · #FOS: Mathematics #Forecasting Techniques and Applications #Optimization and Control (math.OC) #Supply Chain and Inventory Management #Vehicle Routing Optimization Methods
20. IFEval-Audio: Benchmarking Instruction-Following Capability in Audio-based Large Language Models
    2025/05/22 by Yiming Gao, Bin Wang, Gao, Yiming +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Topic Modeling
21. A Unified Algorithmic Framework for Dynamic Assortment Optimization under MNL Choice
    2024/04/04 by Shuo Sun, Rajan Udwani, Sun, Shuo +3 · 1 citation
    Engineering · #Scheduling and Optimization Algorithms #Advanced Manufacturing and Logistics Optimization
22. Tunable Collective Excitations in Epitaxial Perovskite Nickelates
    2024/04/30 by Mengxia Sun, Sun, Mengxia, Xu He +27 · 1 citation
    Engineering · Materials Science · #FOS: Physical sciences #Magnetic and transport properties of perovskites and related materials #Materials Science (cond-mat.mtrl-sci) #Optics (physics.optics) #Perovskite Materials and Applications #Plasma Physics (physics.plasm-ph) #Solid-state spectroscopy and crystallography