Ying Wang

Integrating hydrogeochemical diagnostics, inverse modeling, and explainable machine learning to predict drinking water quality in the Yulin river basin, southwestern China

Haidong Li, B. Shu, Zhan Xie, Si Chen, Xingjun Zhang, Xun Huang, et al.

Phase-specific adaptations in masticatory muscle activity in older adults during chewing of foods with different textural properties

Ying Wang, Xinwei Xiong, Ting Wu, Guoxun Chen

Abstract Aging alters oral function and chewing behavior. This study employed surface electromyography to investigate age-related adaptations in muscle activity across chewing phases. Fifteen younger adults (22–28 years) and fifteen older adults (65–75 years) habitually chewed th…Read more

Disrupted structural covariance network in presbycusis patients: evidence from a large sample mri-based morphometric study

Qi Yan, Ying Wang, Li Xu, Baoxu Liu, Bin Zhu, Song’an Shang, et al.

Background Presbycusis is characterized by progressive age-related hearing loss and is often associated with cognitive decline and mental health disorders. Objective This study aimed to investigate gray matter volume (GMV) alterations and structural covariance network (SCN) reorg…Read more

Tensor-Based Dynamic Channel Estimation for mmWave Movable Antenna MIMO Systems

Zhendong Li, Linchu Chen, Lin Chen, Zhou Su, Ruoyu Zhang, Guangji Chen, et al.

This paper investigates the dynamic channel estimation algorithm in mmWave movable antenna (MA) multiple-input multiple-output (MIMO) systems. To achieve highly accurate channel estimation, we propose a tensor decomposition-based channel estimation algorithm. First, by leveraging…Read more

CLOSER-Bench: Evaluating Budgeted Cross-Stage Design Closure for Hardware Agents

Peilong Zhou, Zhirong Chen, Cangyuan Li, Haoyu Gao, Kaiyan Chang, Ziming Qu, et al.

Hardware engineering exposes coding agents to a form of long-horizon work that is difficult to capture with pass-at-k: progress is continuous, tool feedback is delayed and heterogeneous, and a backend failure may require revising RTL rather than tuning another physical-design par…Read more

AdaJEPA: An Adaptive Latent World Model

Ying Wang, Oumayma Bounou, Yann LeCun, Mengye Ren

Latent world models enable planning from high-dimensional observations by predicting future states in a compact latent space. However, these models are typically kept frozen at test time: when their predictions become inaccurate, planning can fail, especially under test-time dist…Read more

Experience Graphs: The Data Foundation for Self-Improving Agents

Gang Liao, Yujia He, Abdullah Ozturk, Zhouyang Li, Ying Wang, Zhitong Guo, et al.

The database community has repeatedly advanced the state of the art by recognizing that new workloads demand new system architectures. We argue that long-horizon agentic tasks -- code generation, scientific discovery, hardware design -- are such a workload. These agents explore:…Read more

Harvesting AI Computation at the Edge via Generic Approximation

Yihan Wang, Huiru Yan, Luxin Zhang, Long Cheng, Weiwei Chen, Ying Wang, et al.

With the widespread adoption of AI in various IoT scenarios such as smart sensing and processing, AI chips have become a common component at the edge. These chips are typically specialized for structured neural network (NN) processing and are designed to meet peak workload demand…Read more

A Comprehensive Survey of Knowledge-Driven Deep Learning for Intelligent Wireless Network Optimization in 6G

Ruijin Sun, Nan Cheng, Changle Li, Wei Quan, Haibo Zhou, Ying Wang, et al.

Self-supervised deep learning digital twin modeling for joint load-response estimation in structural dynamics

Jun Zhang, Biqi Chen, Qun Yang, Huabo Zhang, Tong Zhang, Ying Wang

Also available via: Results in Engineering