Guannan Zhang

1. Think-in-Memory: Recalling and Post-thinking Enable LLMs with Long-Term Memory
   2023/11/15 by Lei Liu, Xiaoyan Yang, Liu, Lei +11 · 14 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
2. Towards Efficient Replay in Federated Incremental Learning
   2024/03/09 by Yichen Li, Qunwei Li, Li, Yichen +9 · 9 citations
   Computer Science · #Privacy-Preserving Technologies in Data
3. Nonlinear ensemble filtering with diffusion models: Application to the surface quasi-geostrophic dynamics
   2024/04/01 by Feng Bao, Bao, Feng, Hristo G. Chipilski +7 · 6 citations
   Earth and Planetary Sciences · #FOS: Physical sciences #Mathematical Physics (math-ph) #Oceanographic and Atmospheric Processes
4. TransNet: Transferable Neural Networks for Partial Differential Equations
   2023/01/27 by Zezhong Zhang, Zhang, Zezhong, Feng Bao +5 · 3 citations
   Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
5. MLoRA: Multi-Domain Low-Rank Adaptive Network for CTR Prediction
   2024/08/14 by Zhiming Yang, Yang, Zhiming, H. Gao +13 · 4 citations
   Engineering · Earth and Planetary Sciences · #Medical Imaging and Analysis #Seismic Imaging and Inversion Techniques
6. ULMA: Unified Language Model Alignment with Human Demonstration and Point-wise Preference
   2023/12/05 by Tianchi Cai, Cai, Tianchi, Xierui Song +9 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
7. MoDE: A Mixture-of-Experts Model with Mutual Distillation among the Experts
   2024/01/31 by Zhitian Xie, Xie, Zhitian, Y Zhang +11 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Distributed Sensor Networks and Detection Algorithms #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing
8. Ensemble score filter with image inpainting for data assimilation in tracking surface quasi-geostrophic dynamics with partial observations
   2025/01/20 by Siming Liang, Liang, Siming, Hoang Ngoc Tran +9 · 5 citations
   Earth and Planetary Sciences · #Meteorological Phenomena and Simulations #Geophysics and Gravity Measurements
9. Robust data-driven approach for predicting the configurational energy of high entropy alloys
   2019/08/10 by Jiaxin Zhang, Xianglin Liu, Zhang, Jiaxin +9 · 1 citation
   Engineering · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Entropy Alloys Studies #High Temperature Alloys and Creep #Machine Learning (stat.ML) #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
10. Near-infrared light II - assisted rapid biofilm elimination platform for bone implants at mild temperature
    2020/12/30 by Guannan Zhang, Yongqiang Yang, Jing Shi +5 · 1 citation
    Engineering · Dentistry · #Nanoplatforms for cancer theranostics #Bone Tissue Engineering Materials #Oral microbiology and periodontitis research
11. Compressive-sensing-assisted mixed integer optimization for dynamical system discovery with highly noisy data
    2022/09/20 by Zhongshun Shi, Shi, Zhongshun, Hang Ma +5 · 1 citation
    Computer Science · Engineering · #Blind Source Separation Techniques #FOS: Mathematics #Image and Signal Denoising Methods #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
12. A Scalable Real-Time Data Assimilation Framework for Predicting Turbulent Atmosphere Dynamics
    2024/07/16 by Junqi Yin, Siming Liang, Yin, Junqi +10 · 2 citations
    Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Flood Risk Assessment and Management #Climate variability and models
13. An Online Algorithm for Solving Feedback Optimal Control Problems with Partial Observations
    2024/03/22 by Siming Liang, Ruoyu Hu, Liang, Siming +7 · 1 citation
    Engineering · #Aerospace Engineering and Control Systems #FOS: Mathematics #Optimization and Control (math.OC)
14. On the Opportunities of Green Computing: A Survey
    2023/11/01 by Y. Zhou, Zhou, You, Xiujing Lin +78 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Green IT and Sustainability #Smart Cities and Technologies
15. Making Large Language Models Better Knowledge Miners for Online Marketing with Progressive Prompting Augmentation
    2023/12/08 by Chunjing Gan, Dan Yang, Gan, Chunjing +15 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Topic Modeling
16. PEACE: Prototype lEarning Augmented transferable framework for Cross-domain rEcommendation
    2023/12/04 by Chunjing Gan, Gan, Chunjing, Bo Huang +15 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Topic Modeling #Advanced Graph Neural Networks
17. Multi-Intent Attribute-Aware Text Matching in Searching
    2024/02/12 by Mingzhe Li, Li, Mingzhe, Xiuying Chen +15 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Web Data Mining and Analysis
18. SEMINAR: Search Enhanced Multi-modal Interest Network and Approximate Retrieval for Lifelong Sequential Recommendation
    2024/07/15 by Kaiming Shen, Shen, Kaiming, Xichen Ding +11 · 1 citation
    Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare
19. Hierarchical Bayesian approach for adaptive integration of Bragg peaks in time-of-flight neutron scattering data
    2024/04/01 by Viktor Reshniak, Reshniak, Viktor, Xiaoping Wang +7 · 1 citation
    Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Data Analysis #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Nuclear Physics and Applications #Nuclear reactor physics and engineering #Seismic Imaging and Inversion Techniques #Statistics and Probability (physics.data-an)
20. Modeling User Intent Beyond Trigger: Incorporating Uncertainty for Trigger-Induced Recommendation
    2024/08/06 by Jianxing Ma, Zhibo Xiao, Ma, Jianxing +13 · 1 citation
    Computer Science · Decision Sciences · #Decision-Making and Behavioral Economics #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Personal Information Management and User Behavior #Recommender Systems and Techniques
21. Learning nonlinear level sets for dimensionality reduction in function approximation
    2019/02/27 by Guannan Zhang, Zhang, Guannan, Jiaxin Zhang +3 · 1 citation
    Decision Sciences · Engineering · Physics and Astronomy · #FOS: Mathematics #Functional Analysis (math.FA) #Model Reduction and Neural Networks #Non-Destructive Testing Techniques #Probabilistic and Robust Engineering Design
22. MoDULA: Mixture of Domain-Specific and Universal LoRA for Multi-Task Learning
    2024/12/10 by Yufei Ma, Zihan Liang, Ma, Yufei +20 · 1 citation
    Computer Science · #Neural Networks and Applications