Luo, Di

1. TradingAgents: Multi-Agents LLM Financial Trading Framework
   2024/12/28 by Yijia Xiao, Xiao, Yijia, Edward Sun +6 · 3 voices · 50 citations
   Business, Management and Accounting · Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Auction Theory and Applications #Banking stability, regulation, efficiency #Business Strategy and Innovation #cs.AI #cs.CE #cs.LG #q-fin.TR
2. Evaluating Large Language Models in Scientific Discovery
   2025/12/17 by Zhangde Song, Song, Zhangde, Jieyu Lu +109 · 18 voices · 2 citations
   Materials Science · Medicine · Social Sciences · #Machine Learning in Materials Science #Artificial Intelligence in Healthcare and Education #Computational and Text Analysis Methods
3. SciCode: A Research Coding Benchmark Curated by Scientists
   2024/07/18 by Minyang Tian, Tian, Minyang, S Zhang +54 · 42 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Research Data Management Practices #Scientific Computing and Data Management
4. Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory
   2023/05/03 by Xin Cheng, Di Luo, Cheng, Xin +9 · 17 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
5. Hunyuan3D 2.1: From Images to High-Fidelity 3D Assets with Production-Ready PBR Material
   2025/06/18 by Team Hunyuan D, Hunyuan3D, Team, Shuhui Yang +97 · 46 citations
   Computer Science · #Medical Image Segmentation Techniques
6. Hunyuan3D 2.5: Towards High-Fidelity 3D Assets Generation with Ultimate Details
   2025/06/19 by Lai, Zeqiang, Zhao, Yunfei, Liu, Haolin +23 · 35 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
7. Enhancing Job Recommendation through LLM-based Generative Adversarial Networks
   2023/07/20 by Du, Yingpeng, Luo, Di, Yan, Rui +4 · 7 citations
   #FOS: Computer and information sciences #Information Retrieval (cs.IR)
8. Gauge Equivariant Neural Networks for 2+1D U(1) Gauge Theory Simulations in Hamiltonian Formulation
   2022/11/06 by Luo, Di, Yuan, Shunyue, Stokes, James +1 · 5 citations
   #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
9. QuACK: Accelerating Gradient-Based Quantum Optimization with Koopman Operator Learning
   2022/11/02 by Di Luo, Luo, Di, Jiayu Shen +5 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optimization and Control (math.OC) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
10. QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
    2024/05/31 by Zhuo Chen, Rumen Dangovski, Chen, Zhuo +9 · 6 citations
    Engineering · Physics and Astronomy · #Atomic and Subatomic Physics Research #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Magneto-Optical Properties and Applications #Photonic and Optical Devices #Quantum Physics (quant-ph)
11. Solving fractional electron states in twisted MoTe₂ with deep neural network
    2025/03/17 by Di Luo, Luo, Di, Timothy Zaklama +3 · 10 citations
    Physics and Astronomy · Materials Science · Computer Science · #Quantum, superfluid, helium dynamics #Machine Learning in Materials Science #Quantum Computing Algorithms and Architecture
12. Pairing-based graph neural network for simulating quantum materials
    2023/11/03 by Di Luo, Luo, Di, David D. Dai +3 · 4 citations
    Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Quantum many-body systems #Quantum and electron transport phenomena
13. Simulating moiré quantum matter with neural network
    2024/06/25 by Di Luo, David D. Dai, Luo, Di +3 · 5 citations
    Computer Science · Physics and Astronomy · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Model Reduction and Neural Networks #Seismology and Earthquake Studies #Strongly Correlated Electrons (cond-mat.str-el)
14. GenPhys: From Physical Processes to Generative Models
    2023/04/05 by Ziming Liu, Liu, Ziming, Di Luo +7 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #Data Analysis #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Scientific Computing and Data Management #Statistics and Probability (physics.data-an)
15. Spacetime Neural Network for High Dimensional Quantum Dynamics
    2021/08/04 by Wang, Jiangran, Chen, Zhuo, Luo, Di +3 · 2 citations
    #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
16. Simulating 2+1D Lattice Quantum Electrodynamics at Finite Density with Neural Flow Wavefunctions
    2022/12/14 by Zhuo Chen, Chen, Zhuo, Di Luo +5 · 2 citations
    Physics and Astronomy · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Quantum and electron transport phenomena #Quantum many-body systems #Quantum, superfluid, helium dynamics #Strongly Correlated Electrons (cond-mat.str-el)
17. Photonic probabilistic machine learning using quantum vacuum noise
    2024/03/07 by Seou Choi, Choi, Seou, Yannick Salamin +17 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optics (physics.optics) #Quantum Information and Cryptography #Quantum Physics (quant-ph) #Spectroscopy Techniques in Biomedical and Chemical Research
18. Structure factor and topological bound of twisted bilayer semiconductors at fractional fillings
    2024/11/05 by Timothy Zaklama, Zaklama, Timothy, Di Luo +3 · 4 citations
    Mathematics · #FOS: Physical sciences #Fractional Differential Equations Solutions #Iterative Methods for Nonlinear Equations #Mathematical functions and polynomials #Strongly Correlated Electrons (cond-mat.str-el)
19. TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
    2024/04/16 by Chen, Zhuo, McCarran, Jacob, Vizcaino, Esteban +2 · 2 citations
    #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Numerical Analysis (math.NA)
20. Isotropic background and anisotropies of gravitational waves induced by cosmological soliton isocurvature perturbations
    2025/01/06 by Luo, Di, Yu, Yan-Heng, Li, Jun-Peng +1 · 4 citations
    #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Phenomenology (hep-ph)
21. L²M: Mutual Information Scaling Law for Long-Context Language Modeling
    2025/03/06 by Zhuo Chen, Chen, Zhuo, Oriol Comas +8 · 1 voice · 3 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Statistics and Probability (physics.data-an) #Topic Modeling #cs.AI #cs.CL #cs.IT #cs.LG #physics.data-an
22. Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers
    2024/05/22 by Cheng, Xin, Chen, Xiuying, Li, Shuqi +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
23. Q-Flow: Generative Modeling for Differential Equations of Open Quantum Dynamics with Normalizing Flows
    2023/02/23 by Dugan, Owen, Lu, Peter Y., Dangovski, Rumen +2 · 1 citation
    #Computational Physics (physics.comp-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Gases (cond-mat.quant-gas) #Quantum Physics (quant-ph)
24. Artificial intelligence for artificial materials: moiré atom
    2023/03/14 by Luo, Di, Reddy, Aidan P., Devakul, Trithep +1 · 1 citation
    #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
25. ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
    2023/04/04 by Chen, Zhuo, Newhouse, Laker, Chen, Eddie +2 · 1 citation
    #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #Strongly Correlated Electrons (cond-mat.str-el)
26. Hamiltonian Lattice Formulation of Compact Maxwell-Chern-Simons Theory
    2024/07/29 by Changnan Peng, M. C. Diamantini, Peng, Changnan +13 · 1 citation
    Engineering · Mathematics · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Physical sciences #Gas Dynamics and Kinetic Theory #High Energy Physics - Lattice (hep-lat) #High Energy Physics - Theory (hep-th) #Quantum Physics (quant-ph) #Theoretical and Computational Physics
27. Solenoid-free current drive via ECRH in EXL-50 spherical torus plasmas
    2021/04/30 by Shi, Yuejiang, Liu, Bing, Song, Shaodong +25 · 1 citation
    #FOS: Physical sciences #Plasma Physics (physics.plasm-ph)
28. Trading-R1: Financial Trading with LLM Reasoning via Reinforcement Learning
    2025/09/14 by Xiao, Yijia, Edward W. Sun, Sun, Edward +8 · 4 citations
    Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #Financial Markets and Investment Strategies #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Trading and Market Microstructure (q-fin.TR) #and Science (cs.CE)
29. Stochastic logic in biased coupled photonic probabilistic bits
    2024/06/06 by Horodynski, Michael, Roques-Carmes, Charles, Salamin, Yannick +4 · 1 citation
    #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Optics (physics.optics)
30. Advancing AI-Scientist Understanding: Multi-Agent LLMs with Interpretable Physics Reasoning
    2025/04/02 by Yuan Xu, Xu, Yinggan, Hana Kimlee +4 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Human-Computer Interaction (cs.HC) #Semantic Web and Ontologies #Statistical and Computational Modeling #Topic Modeling
31. Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark
    2025/09/30 by Zhu, Minhui, Tian, Minyang, Yang, Xiaocheng +60 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Theory (hep-th) #Other Condensed Matter (cond-mat.other) #Quantum Physics (quant-ph)
32. A Systematic Search for Candidate Supermassive Black Hole Binaries Using Periodic Mid-Infrared Light Curves of Active Galactic Nuclei
    2024/11/11 by Luo, Di, Jiang, Ning, Liu, Xin · 1 citation
    #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE)
33. PhySense: Principle-Based Physics Reasoning Benchmarking for Large Language Models
    2025/05/30 by Xu, Yinggan, Liu, Yue, Gao, Zhiqiang +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
34. The Extraordinary Long-lasting Infrared Echo of PS16dtm Reveals an Extremely Energetic Nuclear Outburst
    2025/01/27 by Ning Jiang, Di Luo, Jiang, Ning +5 · 2 citations
    Earth and Planetary Sciences · Physics and Astronomy · #Earthquake Detection and Analysis #FOS: Physical sciences #High Energy Astrophysical Phenomena (astro-ph.HE) #Laser-Plasma Interactions and Diagnostics #Radiation Detection and Scintillator Technologies