Publications (108)
Towards Dynamic Graph Neural Networks with Provably High-Order Expressive Power
Zhe Wang, Tianjian Zhao, Zhen Zhang +5
A RAG-Based Multi-Agent LLM System for Natural Hazard Resilience and Adaptation
Yangxinyu Xie, Bowen Jiang, Tanwi Mallick +10
Sparse Prototype Network for Explainable Pedestrian Behavior Prediction
Yan Feng, Alexander Carballo, Kazuya Takeda
Efficient Self-Supervised Video Hashing with Selective State Spaces
Jinpeng Wang, Niu Lian, Jun Li +5
An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning
Xue Yang, Yan Feng, Weijun Fang +4
Accurate particle position measurement from images
Yan Feng, J. Goree, Bin Liu
Viscoelasticity of 2D liquids quantified in a dusty plasma experiment
Yan Feng, J. Goree, Bin Liu
Efficiently Achieving Secure Model Training and Secure Aggregation to Ensure Bidirectional Privacy-Preservation in Federated Learning
Xue Yang, Depan Peng, Yan Feng +3
Frequency-dependent shear viscosity of a liquid 2D dusty plasma
Yan Feng, J. Goree, Bin Liu
LLM4DSR: Leveraging Large Language Model for Denoising Sequential Recommendation
Bohao Wang, Feng Liu, Changwang Zhang +8
An Electrostatic Model of Split-Gate Quantum Wires
Yinlong Sun, George Kirczenow, Andrew. S. Sachrajda +1
Toward Adversarial Robustness via Semi-supervised Robust Training
Yiming Li, Baoyuan Wu, Yan Feng +4
Rapid heating and cooling in two-dimensional Yukawa systems
Yan Feng, Bin Liu, J. Goree
Online Adversarial Knowledge Distillation for Graph Neural Networks
Can Wang, Zhe Wang, Defang Chen +3
Development of a VR tool to study pedestrian route and exit choice behaviour in a multi-story building
Yan Feng, Dorine Duives, Serge Hoogendoorn
Dynamic Graph Transformer with Correlated Spatial-Temporal Positional Encoding
Zhe Wang, Sheng Zhou, Jiawei Chen +5
Effect of eHMI on pedestrian road crossing behavior in shared space with Automated Vehicles-A Virtual Reality study
Yan Feng, Haneen Farah, Bart van Arem
Waves and instability in a one-dimensional microfluidic array
Bin Liu, J. Goree, Yan Feng
The crossed-sine wavefront sensor: first tests and results
Laura Schreiber, Yan Feng, Alain Spang +4
Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding
Yichen Liu, Jiawei Chen, Defang Chen +3
CDR: Conservative Doubly Robust Learning for Debiased Recommendation
ZiJie Song, JiaWei Chen, Sheng Zhou +4
Cyclic phase transition of substrate-modulated 2D dusty plasma driven by oscillatory forces
Ao Xu, C. Reichhardt, C. J. O. Reichhardt +1
Errors in particle tracking velocimetry with high-speed cameras
Yan Feng, J. Goree, Bin Liu
Viscosity calculated in simulations of strongly-coupled dusty plasmas with gas friction
Yan Feng, J. Goree, Bin Liu
Doppler-free intermodulated fluorescence spectroscopy of $^4He$ $2^3P-3^{1,3}D$ transitions at 588 nm with a one-watt compact laser system
Pei-Ling Luo, Jinmeng Hu, Yan Feng +2
Oscillation-like diffusion of two-dimensional liquid dusty plasmas on one-dimensional periodic substrates with varied widths
W. Li, C. Reichhardt, C. J. O. Reichhardt +2
High order tensor moments of random vectors
Yan Feng, Shan Song, Changqing Xu
EditThinker: Unlocking Iterative Reasoning for Any Image Editor
Hongyu Li, Manyuan Zhang, Dian Zheng +11
A data-driven approach to predict decision point choice during normal and evacuation wayfinding in multi-story buildings
Yan Feng, Panchamy Krishnakumari
Fast Adaptively Weighted Matrix Factorization for Recommendation with Implicit Feedback
Jiawei Chen, Can Wang, Sheng Zhou +4
Cross-Layer Distillation with Semantic Calibration
Defang Chen, Jian-Ping Mei, Yuan Zhang +3
Statistical treatment of convolutional neural network super-resolution of inland surface wind for subgrid-scale variability quantification
Daniel Getter, Julie Bessac, Johann Rudi +1
Identifying anomalous diffusion and melting in dusty plasmas
Yan Feng, J. Goree, Bin Liu
Robust Sequence Networked Submodular Maximization
Qihao Shi, Bingyang Fu, Can Wang +4
LongCat-Next: Lexicalizing Modalities as Discrete Tokens
Meituan LongCat Team, Bin Xiao, Chao Wang +86
Shapiro Steps Observed in a Two-Dimensional Yukawa Solid Modulated by a One-Dimensional Vibrational Periodic Substrate
Zhaoye Wang, Nichen Yu, C. Reichhardt +4
RTPrune: Reading-Twice Inspired Token Pruning for Efficient DeepSeek-OCR Inference
Ben Wan, Yan Feng, Zihan Tang +4
Breaking the Top-$K$ Barrier: Advancing Top-$K$ Ranking Metrics Optimization in Recommender Systems
Weiqin Yang, Jiawei Chen, Shengjia Zhang +5
Eye Gaze-Informed and Context-Aware Pedestrian Trajectory Prediction in Shared Spaces with Automated Shuttles: A Virtual Reality Study
Danya Li, Yan Feng, Rico Krueger
Uncertainty-Aware Graph Structure Learning
Shen Han, Zhiyao Zhou, Jiawei Chen +6
Rankformer: A Graph Transformer for Recommendation based on Ranking Objective
Sirui Chen, Shen Han, Jiawei Chen +6
Breaker: Removing Shortcut Cues with User Clustering for Single-slot Recommendation System
Chao Wang, Yue Zheng, Yujing Zhang +5
Pedestrian wayfinding behavior in a multi-story building: a comprehensive modeling study featuring route choice, wayfinding performance, and observation behavior
Yan Feng, Dorine C. Duives
Generalizable Black-Box Adversarial Attack with Meta Learning
Fei Yin, Yong Zhang, Baoyuan Wu +4
sqSGD: Locally Private and Communication Efficient Federated Learning
Yan Feng, Tao Xiong, Ruofan Wu +2
Thinking-while-Generating: Interleaving Textual Reasoning throughout Visual Generation
Ziyu Guo, Renrui Zhang, Hongyu Li +6
Magnetometry using fluorescence of sodium vapor
Tingwei Fan, Lei Zhang, Xuezong Yang +3
SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation
Zhenyu Lu, Liupeng Li, Jinpeng Wang +4
Dissipative solitary wave at the interface of a binary complex plasma
Wei Sun, Mierk Schwabe, Hubertus M Thomas +7
MSL: Not All Tokens Are What You Need for Tuning LLM as a Recommender
Bohao Wang, Feng Liu, Jiawei Chen +7
Numerical coupling of aerosol emissions, dry removal, and turbulent mixing in the E3SM Atmosphere Model version 1 (EAMv1), part I: dust budget analyses and the impacts of a revised coupling scheme
Hui Wan, Kai Zhang, Christopher J. Vogl +5
Superdiffusion of 2D Yukawa liquids due to a perpendicular magnetic field
Yan Feng, J. Goree, Bin Liu +2
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images
Chengqi Duan, Kaiyue Sun, Rongyao Fang +10
Directional Locking in a 2D Yukawa Solid Modulated by a 2D Periodic Substrate
Wenqi Zhu, C. Reichhardt, C. J. O. Reichhardt +1
Multi-Scale Architectures Matter: On the Adversarial Robustness of Flow-based Lossless Compression
Yi-chong Xia, Bin Chen, Yan Feng +1
Dynamical commensuration effect in a two-dimensional Yukawa solid modulated by periodic substrates
Wenqi Zhu, C. Reichhardt, C. J. O. Reichhardt +1
Evolution of shear-induced melting in dusty plasma
Yan Feng, J. Goree, Bin Liu
CoPRS: Learning Positional Prior from Chain-of-Thought for Reasoning Segmentation
Zhenyu Lu, Liupeng Li, Jinpeng Wang +4
Fraunhofer diffraction at the two-dimensional quadratically distorted (QD) Grating
Yuewei Liu, Yan Feng
Quantitative Wavefront sensing with static Foucault and pyramid tests
Francois Hénault, Yan Feng, Alain Spang +1
Motif-driven Subgraph Structure Learning for Graph Classification
Zhiyao Zhou, Sheng Zhou, Bochao Mao +5
Accelerating Diffusion Sampling with Classifier-based Feature Distillation
Wujie Sun, Defang Chen, Can Wang +3
Solid superheating observed in two-dimensional strongly-coupled dusty plasma
Yan Feng, J. Goree, Bin Liu
Long cavity spectral disperser at sub-picometer resolution. Design and analysis
François Hénault, Yan Feng
MoTE: Mixture of Ternary Experts for Memory-efficient Large Multimodal Models
Hongyu Wang, Jiayu Xu, Ruiping Wang +5
Online Knowledge Distillation with Diverse Peers
Defang Chen, Jian-Ping Mei, Can Wang +2
How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective
Siyi Lin, Chongming Gao, Jiawei Chen +5
SamWalker++: recommendation with informative sampling strategy
Can Wang, Jiawei Chen, Sheng Zhou +3
CoSam: An Efficient Collaborative Adaptive Sampler for Recommendation
Jiawei Chen, Chengquan Jiang, Can Wang +5
Green-Kubo relation for viscosity tested using experimental data for a 2D dusty plasma
Yan Feng, J. Goree, Bin Liu +1
Boosting Black-Box Attack with Partially Transferred Conditional Adversarial Distribution
Yan Feng, Baoyuan Wu, Yanbo Fan +3
OpenGSL: A Comprehensive Benchmark for Graph Structure Learning
Zhiyao Zhou, Sheng Zhou, Bochao Mao +7
Knowledge Distillation with the Reused Teacher Classifier
Defang Chen, Jian-Ping Mei, Hailin Zhang +3
PSL: Rethinking and Improving Softmax Loss from Pairwise Perspective for Recommendation
Weiqin Yang, Jiawei Chen, Xin Xin +5
Continuous and Discontinuous Transitions in the Depinning of Two-Dimensional Dusty Plasmas on a One-Dimensional Periodic Substrate
L. Gu, W. Li, C. Reichhardt +3
Pro-PRIME: A general Temperature-Guided Language model to engineer enhanced Stability and Activity in Proteins
Fan Jiang, Mingchen Li, Jiajun Dong +23
Adversarial Attack on Deep Product Quantization Network for Image Retrieval
Yan Feng, Bin Chen, Tao Dai +1
WildfireGPT: Tailored Large Language Model for Wildfire Analysis
Yangxinyu Xie, Bowen Jiang, Tanwi Mallick +10
HolmeSketcher: Generative 3D Sketch Mapping for Spatial Reconstruction in Crime Scene Investigation
Tianyi Xiao, Yizi Chen, Sidi Wu +3
Embracing Collaboration Over Competition: Condensing Multiple Prompts for Visual In-Context Learning
Jinpeng Wang, Tianci Luo, Yaohua Zha +7
Spectral compression by phase doubling in second harmonic generation
Xin Zeng, Shuzhen Cui, Xin Cheng +1
Structures and Diffusion of Two Dimensional Dusty Plasmas on One Dimensional Periodic Substrates
Kang Wang, Wei Li, Dong Huang +4
Observation of fast sound in two-dimensional dusty plasma liquids
Zhenyu Ge, Dong Huang, Shaoyu Lu +3
Knowledge Translation: A New Pathway for Model Compression
Wujie Sun, Defang Chen, Jiawei Chen +3
Spectral Variability Augmented Sparse Unmixing of Hyperspectral Images
Ge Zhang, Shaohui Mei, Mingyang Ma +2
Advancing Loss Functions in Recommender Systems: A Comparative Study with a Rényi Divergence-Based Solution
Shengjia Zhang, Jiawei Chen, Changdong Li +5
UniHetero: Could Generation Enhance Understanding for Vision-Language-Model at Large Data Scale?
Fengjiao Chen, Minhao Jing, Weitao Lu +3
OpenSubject: Leveraging Video-Derived Identity and Diversity Priors for Subject-driven Image Generation and Manipulation
Yexin Liu, Manyuan Zhang, Yueze Wang +8
Atomistic mechanisms of viscosity in 2D liquid-like fluids
Dong Huang, Shaoyu Lu, Chen Liang +2
Phonon spectra of a two-dimensional solid dusty plasma modified by two-dimensional periodic substrates
Y. Huang, W. Li, C. Reichhardt +2
Energy Transport in a Shear Flow of Particles in a 2D Dusty Plasma
Yan Feng, J. Goree, Bin Liu
Observation of temperature peaks due to strong viscous heating in a dusty plasma flow
Yan Feng, J. Goree, Bin Liu
Experimental demonstration of a dusty plasma ratchet rectification and its reversal
Ya-feng He, Bao-quan Ai, Chao-xing Dai +5
Bidirectional flow of two-dimensional dusty plasma under asymmetric periodic substrates driven by unbiased external excitations
Wei Li, D. Huang, C. Reichhardt +2
OneThinker: All-in-one Reasoning Model for Image and Video
Kaituo Feng, Manyuan Zhang, Hongyu Li +11
DustNET: enabling machine learning and AI models of dusty plasmas
Zhehui Wang, Justin C. Burton, Niklas Dormagen +30
Think with 3D: Geometric Imagination Grounded Spatial Reasoning from Limited Views
Zhangquan Chen, Manyuan Zhang, Xinlei Yu +8
Longitudinal viscosity of 2D Yukawa liquids
Yan Feng, J. Goree, Bin Liu
LongCat-Flash Technical Report
Meituan LongCat Team, Bayan, Bei Li +179
Decoding Pedestrian Crossing Intention from Egocentric Vision via Vision Language Models
Danya Li, Xiang Su, Yan Feng +1