Asia
Contextual Bilevel Reinforcement Learning for Incentive Alignment
The optimal policy in various real-world strategic decision-making problems depends both on the environmental configuration and exogenous events.
NeuralSteiner: Learning Steiner Tree for Overflow-avoiding Global Routing in Chip Design
Global routing plays a critical role in modern chip design. The routing paths generated by global routers often form a rectilinear Steiner tree (RST).
AverNet: All-in-one Video Restoration for Time-varying Unknown Degradations
To address this issue, several studies have been conducted and have shown promising results.
Theoretical Foundations of Deep Selective State-Space Models
Similar ideas can be found in recent developments inspired by attention, such as RWKV [Peng et al.,
RK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases Shirley Wu
However, many previous works studied textual and relational retrieval tasks as separate topics.
DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain Fengpeng Li1 Kemou Li1 Haiwei Wu
Recent studies show that adversarial attacks disproportionately impact the patterns within the phase of the sample's frequency spectrum--typically containing
