88 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Dalian University of TechnologyCN6 papers
- University of WashingtonUS3 papers
- Dalian UniversityCN2 papers
- Guangzhou UniversityCN2 papers
- Hong Kong Polytechnic UniversityHK2 papers
- Hong Kong University of Science and TechnologyHK2 papers
- University of Hong KongHK2 papers
- Xi'an Jiaotong UniversityCN2 papers
- Chinese Academy of SciencesCN1 paper
- Collegio Carlo AlbertoIT1 paper
- Fudan UniversityCN1 paper
- Institute of Information EngineeringCN1 paper
14 papers
AlignVAR: Towards Globally Consistent Visual Autoregression for Image Super-Resolution
Cencen Liu, Dongyang Zhang, Wen Yin +6
Visual autoregressive (VAR) models have recently emerged as a promising alternative for image generation, offering stable training, non-iterative inference, and high-fidelity synth…
Vacuum tunneling of vortices in two-dimensional He superfluid films
Michael J. Desrochers, Dominic Marchand, P. C. E. Stamp
At low temperature T we expect vacuum tunneling processes to occur in superfluid He films. We distinguish between extrinsic processes, in which single vortices nucleate by t…
LC-LLM: Explainable Lane-Change Intention and Trajectory Predictions with Large Language Models
Mingxing Peng, Xusen Guo, Xianda Chen +2
To ensure safe driving in dynamic environments, autonomous vehicles should possess the capability to accurately predict lane change intentions of surrounding vehicles in advance an…
Piecewise convex embeddability on linear orders
Martina Iannella, Alberto Marcone, Luca Motto Ros +1
Given a nonempty set of linear orders, we say that the linear order is -convex embeddable into the linear order if it is possible to partition $…
FollowNet: A Comprehensive Benchmark for Car-Following Behavior Modeling
Xianda Chen, Meixin Zhu, Kehua Chen +5
Car-following is a control process in which a following vehicle (FV) adjusts its acceleration to keep a safe distance from the lead vehicle (LV). Recently, there has been a booming…
Risk-Aware Motion Planning for a Limbed Robot with Stochastic Gripping Forces Using Nonlinear Programming
Yuki Shirai, Xuan Lin, Yusuke Tanaka +2
We present a motion planning algorithm with probabilistic guarantees for limbed robots with stochastic gripping forces. Planners based on deterministic models with a worst-case unc…
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI
Risheng Liu, Yuxi Zhang, Shichao Cheng +2
Magnetic Resonance Imaging (MRI) is one of the most dynamic and safe imaging techniques available for clinical applications. However, the rather slow speed of MRI acquisitions limi…
Task Embedded Coordinate Update: A Realizable Framework for Multivariate Non-convex Optimization
Yiyang Wang, Risheng Liu, Long Ma +1
We in this paper propose a realizable framework TECU, which embeds task-specific strategies into update schemes of coordinate descent, for optimizing multivariate non-convex proble…
On the Convergence of Learning-based Iterative Methods for Nonconvex Inverse Problems
Risheng Liu, Shichao Cheng, Yi He +3
Numerous tasks at the core of statistics, learning and vision areas are specific cases of ill-posed inverse problems. Recently, learning-based (e.g., deep) iterative methods have b…
Detecting Statistically Significant Communities
Zengyou He, Hao Liang, Zheng Chen +1
Community detection is a key data analysis problem across different fields. During the past decades, numerous algorithms have been proposed to address this issue. However, most wor…
Automated Localization for Unreproducible Builds
Zhilei Ren, He Jiang, Jifeng Xuan +1
Reproducibility is the ability of recreating identical binaries under pre-defined build environments. Due to the need of quality assurance and the benefit of better detecting attac…
Optimal Grassmann Manifold Eavesdropping: A Huge Security Disaster for M-1-2 Wiretap Channels
Dongyang Xu, Pinyi Ren, James A. Ritcey
We in this paper introduce an advanced eavesdropper that aims to paralyze the artificial-noise-aided secure communications. We consider the M-1-2 Gaussian MISO wiretap channel, whi…
Optimal Independence-Checking Coding For Secure Uplink Training in Large-Scale MISO-OFDM Systems
Dongyang Xu, Pinyi Ren, James A. Ritcey
Due to the publicly-known deterministic character- istic of pilot tones, pilot-aware attack, by jamming, nulling and spoofing pilot tones, can significantly paralyze the uplink cha…
Learning Aggregated Transmission Propagation Networks for Haze Removal and Beyond
Risheng Liu, Xin Fan, Minjun Hou +3
Single image dehazing is an important low-level vision task with many applications. Early researches have investigated different kinds of visual priors to address this problem. How…