Publications (122)
Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation
Yawei Luo, Ping Liu, Tao Guan +2
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator
Xin Zhang, Jiawei Du, Ping Liu +1
Unsupervised Domain Adaptive Person Re-Identification via Human Learning Imitation
Yang Peng, Ping Liu, Yawei Luo +3
Applications of Chebyshev polynomials and Toeplitz theory to topological metamaterials
Habib Ammari, Silvio Barandun, Ping Liu
Federated Generative Adversarial Learning
Chenyou Fan, Ping Liu
LinkSAGE: Optimizing Job Matching Using Graph Neural Networks
Ping Liu, Haichao Wei, Xiaochen Hou +11
Two-Point Resolution in Spectral Super-Resolution
Xiaole He, Ping Liu, Junling Wang
RIGI: Rectifying Image-to-3D Generation Inconsistency via Uncertainty-aware Learning
Jiacheng Wang, Zhedong Zheng, Wei Xu +1
Counterfactual Co-occurring Learning for Bias Mitigation in Weakly-supervised Object Localization
Feifei Shao, Yawei Luo, Lei Chen +4
Performance Boundaries and Tradeoffs in Super-Resolution Imaging Technologies for Space Targets
XiaoLe He, Ping Liu, JunLing Wang
A Theory of Computational Resolution Limit for Line Spectral Estimation
Ping Liu, Hai Zhang
Exponentially localised interface eigenmodes in finite chains of resonators
Habib Ammari, Silvio Barandun, Bryn Davies +3
Every Node Counts: Self-Ensembling Graph Convolutional Networks for Semi-Supervised Learning
Yawei Luo, Tao Guan, Junqing Yu +2
SCoGen: Scenario-Centric Graph-Based Synthesis of Real-World Code Problems
Xifeng Yao, Dongyu Lang, Wu Zhang +8
Very Long Natural Scenery Image Prediction by Outpainting
Zongxin Yang, Jian Dong, Ping Liu +2
Automated anatomy-based post-processing reduces false positives and improved interpretability of deep learning intracranial aneurysm detection
Jisoo Kim, Chu-Hsuan Lin, Alberto Ceballos-Arroyo +6
The Non-Hermitian Skin Effect With Three-Dimensional Long-Range Coupling
Habib Ammari, Silvio Barandun, Jinghao Cao +3
Generalised Brillouin Zone for Non-Reciprocal Systems
Habib Ammari, Silvio Barandun, Ping Liu +1
Closed-Form Concept Erasure via Double Projections
Chi Zhang, Jingpu Cheng, Zhixian Wang +1
Pseudo-Labeling for Small Lesion Detection on Diabetic Retinopathy Images
Qilei Chen, Ping Liu, Jing Ni +3
When Physical Preferences Meet Semantic Constraints: Physical and Semantic Direct Preference Optimization for Text-to-Video Generation
Siwei Meng, Yawei Luo, Shu Zhang +1
Mathematical Foundation of Sparsity-based Multi-snapshot Spectral Estimation
Ping Liu, Sanghyeon Yu, Ola Sabet +2
How Does Empowering Users with Greater System Control Affect News Filter Bubbles?
Ping Liu, Karthik Shivaram, Aron Culotta +2
XRL: An FMM-Accelerated SIE Simulator for Resistance and Inductance Extraction of Complicated 3-D Geometries
Mingyu Wang, Ping Liu, Jihong Gu +2
Machine Unlearning under Retain-Forget Entanglement
Jingpu Cheng, Ping Liu, Qianxiao Li +1
Frequency-Aware Deepfake Detection: Improving Generalizability through Frequency Space Learning
Chuangchuang Tan, Yao Zhao, Shikui Wei +3
Perturbed Block Toeplitz matrices and the non-Hermitian skin effect in dimer systems of subwavelength resonators
Habib Ammari, Silvio Barandun, Ping Liu
Erasing Concepts, Steering Generations: A Comprehensive Survey of Concept Suppression
Yiwei Xie, Ping Liu, Zheng Zhang
Non-line-of-Sight Imaging via Neural Transient Fields
Siyuan Shen, Zi Wang, Ping Liu +5
Tunable Localisation in Parity-Time-Symmetric Resonator Arrays with Imaginary Gauge Potentials
Habib Ammari, Silvio Barandun, Ping Liu +1
Fermi liquid behavior and colossal magnetoresistance in layered MoOCl2
Zhi Wang, Meng Huang, Jianzhou Zhao +12
Advances in 4D Generation: A Survey
Qiaowei Miao, Kehan Li, Jinsheng Quan +6
Spectra and pseudo-spectra of tridiagonal -Toeplitz matrices and the topological origin of the non-Hermitian skin effect
Habib Ammari, Silvio Barandun, Yannick De Bruijn +2
Closed-Form Linear-Probe Dataset Distillation for Pre-trained Vision Models
Bincheng Peng, Guang Li, Ping Liu +2
Optimize transfer learning for lung diseases in bronchoscopy using a new concept: sequential fine-tuning
Tao Tan, Zhang Li, Haixia Liu +15
A Scalable and Efficient Signal Integration System for Job Matching
Ping Liu, Rajat Arora, Xiao Shi +13
CRATOS: Cognition of Reliable Algorithm for Time-series Optimal Solution
Ziling Wu, Ping Liu, Zheng Hu +2
Learning to Retrieve for Job Matching
Jianqiang Shen, Yuchin Juan, Shaobo Zhang +21
High Entropy Engineering of Magnetic Kagome Lattice (Gd,Tb,Dy,Ho,Er)Mn6Sn6
Wenhao Liu, Nikhil Uday Dhale, Youzhe Chen +8
Resonance analysis of one-dimensional acoustic media: a propagation matrix approach
Yi Huang, Bowen Li, Ping Liu +1
Computer-aided diagnosis of lung carcinoma using deep learning - a pilot study
Zhang Li, Zheyu Hu, Jiaolong Xu +10
Grounding Creativity in Physics: A Brief Survey of Physical Priors in AIGC
Siwei Meng, Yawei Luo, Ping Liu
A Perspective on Quantum Computing Applications in Quantum Chemistry using 25--100 Logical Qubits
Yuri Alexeev, Victor S. Batista, Nicholas Bauman +27
Stability of the non-Hermitian skin effect
Habib Ammari, Silvio Barandun, Bryn Davies +2
Bag-of-Words Representation for Biomedical Time Series Classification
Jin Wang, Ping Liu, Mary F. H. She +2
Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching
Tianle Zhang, Yuchen Zhang, Kun Wang +7
Bosonization, Painleve property, exact solutions for N=1 supersymmetric mKdV equation
Bo Ren, Jian-Rong Yang, Ping Liu +1
Mathematical Theory of Computational Resolution Limit in Multi-dimensions
Ping Liu, Hai Zhang
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges
Ping Liu, Qiqi Tao, Joey Tianyi Zhou
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation
Gabriel Tjio, Ping Liu, Chee-Keong Kwoh +1
Unsupervised Eyeglasses Removal in the Wild
Bingwen Hu, Zhedong Zheng, Ping Liu +2
Where Concept Erasure Should Occur: Concept-Layer Alignment in Text-to-Video Diffusion Models
Yiwei Xie, Ping Liu, Zheng Zhang
Superionic surface Li-ion transport in carbonaceous materials
Jianbin Zhou, Shen Wang, Chaoshan Wu +17
Surface molecular engineering to enable processing of sulfide solid electrolytes in humid ambient air
Mengchen Liu, Jessica J. Hong, Elias Sebti +15
Powering Job Search at Scale: LLM-Enhanced Query Understanding in Job Matching Systems
Ping Liu, Jianqiang Shen, Qianqi Shen +9
SEED: A Large-Scale Benchmark for Provenance Tracing in Sequential Deepfake Facial Edits
Mengieong Hoi, Zhedong Zheng, Ping Liu +1
A mathematical theory of super-resolution and two-point resolution
Ping Liu, Habib Ammari
VehicleGAN: Pair-flexible Pose Guided Image Synthesis for Vehicle Re-identification
Baolu Li, Ping Liu, Lan Fu +4
PhyMAGIC: Physical Motion-Aware Generative Inference with Confidence-guided LLM
Siwei Meng, Yawei Luo, Ping Liu
Face Hallucination with Finishing Touches
Yang Zhang, Ivor W. Tsang, Jun Li +3
A measurement decoupling based fast algorithm for super-resolving point sources with multi-cluster structure
Ping Liu, Hai Zhang
Unified Diffusion-Based Rigid and Non-Rigid Editing with Text and Image Guidance
Jiacheng Wang, Ping Liu, Wei Xu
Improving Speech Related Facial Action Unit Recognition by Audiovisual Information Fusion
Zibo Meng, Shizhong Han, Ping Liu +1
Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients
Zikai Zhang, Rui Hu, Ping Liu +1
An Operator Theory for Analyzing the Resolution of Multi-illumination Imaging Modalities
Ping Liu, Habib Ammari
LNN-Fly: Continuous-Time UAV Navigation for Robust Obstacle Avoidance under Timing Mismatch
Yulin Huang, Shaojie Chen, Di Feng +3
Social, Environmental, and Technical: Factors at Play in the Current Use and Future Design of Small-Group Captioning
Emma J. McDonnell, Ping Liu, Steven M. Goodman +3
PromptPath: Prompt-Adaptive Computational Pathways for In-Context Learning
Hangrui Zhang, Feifei Shao, Yawei Luo +6
Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
Yang He, Ping Liu, Ziwei Wang +2
Dark parameterization approach to Ito equation
Bo Ren, Xi-Zhong Liu, Ping Liu
Electric field control of nonlinear Hall effect in Weyl semimetal TaIrTe4
Jiaju Yang, Lujun Wei, Yanghui Li +7
Feature-level and Model-level Audiovisual Fusion for Emotion Recognition in the Wild
Jie Cai, Zibo Meng, Ahmed Shehab Khan +6
SPG-VTON: Semantic Prediction Guidance for Multi-pose Virtual Try-on
Bingwen Hu, Ping Liu, Zhedong Zheng +1
CLE Diffusion: Controllable Light Enhancement Diffusion Model
Yuyang Yin, Dejia Xu, Chuangchuang Tan +3
A mathematical theory of resolution limits for super-resolution of positive sources
Ping Liu, Yanchen He, Habib Ammari
Filter Pruning by Switching to Neighboring CNNs with Good Attributes
Yang He, Ping Liu, Linchao Zhu +1
Designing Reward Signals for Portable Query Generation: A Case Study in Industrial Semantic Job Search
Ping Liu, Qianqi Shen, Jianqiang Shen +11
Glassy Li Metal Anode for High-Performance Rechargeable Li Batteries
Xuefeng Wang, Gorakh Pawar, Yejing Li +11
Onsite Non-Line-of-Sight Imaging via Online Calibrations
Zhengqing Pan, Ruiqian Li, Tian Gao +6
Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition
Ping Liu, Yuewei Lin, Zibo Meng +4
On the acceleration of spatially distributed agent-based computations: a patch dynamics scheme
Ping Liu, Giovanni Samaey, C. William Gear +1
Data-Independent Operator: A Training-Free Artifact Representation Extractor for Generalizable Deepfake Detection
Chuangchuang Tan, Ping Liu, RenShuai Tao +4
REVEAL: Reference-Grounded Reasoning for Multimodal Manipulation Detection
Jun Zhou, Bingwen Hu, Yaxiong Wang +4
Frequency-dependent capacitance matrix formulation for Fabry-Perot resonances in two and three dimensional systems
Habib Ammari, Bowen Li, Ping Liu +2
A Unified Structured Query Understanding Framework for Industrial Semantic Search
Ping Liu, Qianqi Shen, Jianqiang Shen +15
Policy-Grounded Dynamic Facet Suggestions for Job Search
Dan Xu, Baofen Zheng, Qianqi Shen +11
Nearly optimal resolution estimate for the two-dimensional super-resolution and a new algorithm for direction of arrival estimation with uniform rectangular array
Ping Liu, Habib Ammari
Dynamic super-resolution in particle tracking problems
Ping Liu, Habib Ammari
High Fidelity Textual User Representation over Heterogeneous Sources via Reinforcement Learning
Rajat Arora, Ye Tao, Jianqiang Shen +7
Frequency-dependent capacitance matrix formulation for Fabry-Pérot resonances. Part I: One-dimensional finite systems
Habib Ammari, Bowen Li, Ping Liu +1
Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation
Zikai Zhang, Ping Liu, Jiahao Xu +1
Super-resolution of positive near-colliding point sources
Ping Liu, Habib Ammari
Rethinking the Up-Sampling Operations in CNN-based Generative Network for Generalizable Deepfake Detection
Chuangchuang Tan, Huan Liu, Yao Zhao +4
LiGNN: Graph Neural Networks at LinkedIn
Fedor Borisyuk, Shihai He, Yunbo Ouyang +20
A Tight-binding Approach for Computing Subwavelength Guided Modes in Crystals with Line Defects
Habib Ammari, Erik Orvehed Hiltunen, Ping Liu +2
Field-free perpendicular magnetization switching of low critical current density at room temperature in TaIrTe4/ferromagnet heterostructures
Lujun Wei, Pai Liu, Jincheng Peng +15
Text-guided Eyeglasses Manipulation with Spatial Constraints
Jiacheng Wang, Ping Liu, Jingen Liu +1
Improved Multi-Dimensional Bee Colony Algorithm for Airport Freight Station Scheduling
Haiquan Wang, Menghao Su, Ran Zhao +7
DD-RobustBench: An Adversarial Robustness Benchmark for Dataset Distillation
Yifan Wu, Jiawei Du, Ping Liu +3
Automated Deepfake Detection
Ping Liu, Yuewei Lin, Yang He +5