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AUTODIFF: Autoregressive Diffusion Modeling for Structure-based Drug Design
Structure-based drug design (SBDD), which aims to generate molecules that can bind tightly to the target protein, is an essential problem in drug discovery, and previous approaches have achieved initial success.
Market Crowds' Trading Behaviors, Agreement Prices, and the Implications of Trading Volume
It has been long that literature in financial academics focuses mainly on price and return but much less on trading volume.
A Theory of Complex Adaptive Learning and a Non-Localized Wave Equation in Quantum Mechanics
Keywords: complex adaptive systems, complex adaptive learning, complex quantum systems, non-localized wave equation, interaction conservation, interactively coherent entanglement PACS: 89. 75.-k (Complex Systems); 89. 65. Gh (Economics, Econophysics, Financial Markets, Business and Management); 03. 65. Ud (Entanglement and Quantum Nonlocality)
sqSGD: Locally Private and Communication Efficient Federated Learning
In addition, with fixed privacy and communication level, the performance of sqSGD significantly dominates that of various baseline algorithms.
SHORING: Design Provable Conditional High-Order Interaction Network via Symbolic Testing
Deep learning provides a promising way to extract effective representations from raw data in an end-to-end fashion and has proven its effectiveness in various domains such as computer vision, natural language processing, etc.
