Publications (84)
A Comprehensive Survey on Smart Home IoT Fingerprinting: From Detection to Prevention and Practical Deployment
Eduardo Baena, Han Yang, Dimitrios Koutsonikolas +1
Soil Sample Search in Partially Observable Environments
Han Yang, Andrew Dudash
Rethinking Graph Regularization for Graph Neural Networks
Han Yang, Kaili Ma, James Cheng
Active Passivation Tunes Hotspot Locations in GaN Transistors with In Situ Thermal Mechanical Visualization
Yicheng Wei, Sihang Liu, Zimu Jiang +6
Compression Performance Analysis of Different File Formats
Han Yang, Guangjun Qin, Yongqing Hu
Intriguing Frequency Interpretation of Adversarial Robustness for CNNs and ViTs
Lu Chen, Han Yang, Hu Wang +3
HyperLips: Hyper Control Lips with High Resolution Decoder for Talking Face Generation
Yaosen Chen, Yu Yao, Zhiqiang Li +4
A Dynamic Knowledge Distillation Method Based on the Gompertz Curve
Han Yang, Guangjun Qin
Self-Enhanced GNN: Improving Graph Neural Networks Using Model Outputs
Han Yang, Xiao Yan, Xinyan Dai +2
Character-level Intra Attention Network for Natural Language Inference
Han Yang, Marta R. Costa-jussÃ, José A. R. Fonollosa
LightGBM robust optimization algorithm based on topological data analysis
Han Yang, Guangjun Qin, Ziyuan Liu +2
Convolutional Embedding for Edit Distance
Xinyan Dai, Xiao Yan, Kaiwen Zhou +3
ESA: Energy-Based Shot Assembly Optimization for Automatic Video Editing
Yaosen Chen, Wei Wang, Tianheng Zheng +3
An least-squares UnCut FEM on domains defined by a level set function
Jiashun Hu, Buyang Li, Han Yang
Computational protocol to evaluate electron-phonon interactions within density matrix perturbation theory
Han Yang, Marco Govoni, Arpan Kundu +1
SLC-SLAM: Semantic-guided Loop Closure using Shared Latent Code for NeRF SLAM
Yuhang Ming, Di Ma, Weichen Dai +4
Atomic-Scale Visualization of Chiral Charge Density Wave States and Their Reversible Transition
Xuan Song, Liwei Liu, Yaoyao Chen +13
SQ-VDiT: Accurate Quantized Video Diffusion Transformer with Salient Data and Sparse Token Distillation
Weilun Feng, Haotong Qin, Chuanguang Yang +7
LAD-RCNN:A Powerful Tool for Livestock Face Detection and Normalization
Ling Sun, Guiqiong Liu, Xunping Jiang +4
MatterGen: a generative model for inorganic materials design
Claudio Zeni, Robert Pinsler, Daniel Zügner +18
Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models
Zheyu Zhang, Han Yang, Bolei Ma +2
E2Former: An Efficient and Equivariant Transformer with Linear-Scaling Tensor Products
Yunyang Li, Lin Huang, Zhihao Ding +10
Chatting with Papers: A Hybrid Approach Using LLMs and Knowledge Graphs
Vyacheslav Tykhonov, Han Yang, Philipp Mayr +2
Overcoming the Size Limit of First Principles Molecular Dynamics Simulations with an In-Distribution Substructure Embedding Active Learner
Lingyu Kong, Jielan Li, Lixin Sun +7
Uncertainty-Guided Lung Nodule Segmentation with Feature-Aware Attention
Han Yang, Lu Shen, Mengke Zhang +1
CLIP-KD: An Empirical Study of CLIP Model Distillation
Chuanguang Yang, Zhulin An, Libo Huang +5
Reasoning Compression with Mixed-Policy Distillation
Han Yang, Mingyan Wu, Bailan He +4
Combined first-principles calculations of electron-electron and electron-phonon self-energies in condensed systems
Han Yang, Marco Govoni, Arpan Kundu +1
Adaptive Distribution-aware Quantization for Mixed-Precision Neural Networks
Shaohang Jia, Zhiyong Huang, Zhi Yu +3
VLM-R: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
Chaoya Jiang, Yongrui Heng, Wei Ye +6
Direct identification of Mott Hubbard band pattern beyond charge density wave superlattice in monolayer 1T-NbSe2
Liwei Liu, Han Yang, Yuting Huang +15
AutoNeural: Co-Designing Vision-Language Models for NPU Inference
Wei Chen, Liangmin Wu, Yunhai Hu +9
SILT: Shadow-aware Iterative Label Tuning for Learning to Detect Shadows from Noisy Labels
Han Yang, Tianyu Wang, Xiaowei Hu +1
3D-Mem: 3D Scene Memory for Embodied Exploration and Reasoning
Yuncong Yang, Han Yang, Jiachen Zhou +4
Product-Level Try-on: Characteristics-preserving Try-on with Realistic Clothes Shading and Wrinkles
Yanlong Zang, Han Yang, Jiaxu Miao +1
Enhancing Robustness of Autoregressive Language Models against Orthographic Attacks via Pixel-based Approach
Han Yang, Jian Lan, Yihong Liu +2
Acceleration without Disruption: DFT Software as a Service
Fusong Ju, Xinran Wei, Lin Huang +13
Effect of Grain Coalescence on Dislocation and Stress Evolution of GaN Films Grown on Nanoscale Patterned Sapphire Substrates
Zuojian Pan, Zhizhong Chen, Yiyong Chen +15
TopoRetarget: Interaction-Preserving Retargeting for Dexterous Manipulation
Jielin Wu, Shenzhe Yao, Guanqi He +6
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
Chuanguang Yang, Xinqiang Yu, Han Yang +4
Towards Photo-Realistic Virtual Try-On by Adaptively GeneratingPreserving Image Content
Han Yang, Ruimao Zhang, Xiaobao Guo +3
Quantifying the Noise of Structural Perturbations on Graph Adversarial Attacks
Junyuan Fang, Han Yang, Haixian Wen +3
Lung Nodule Segmentation and Uncertain Region Prediction with an Uncertainty-Aware Attention Mechanism
Han Yang, Qiuli Wang, Yue Zhang +4
CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries
Han Yang, Xingjian Zhen, Ying Chi +2
MatterSim-MT: A multi-task foundation model for in silico materials characterization
Han Yang, Xixian Liu, Chenxi Hu +25
Alpha Discovery via Grammar-Guided Learning and Search
Han Yang, Dong Hao, Zhuohan Wang +2
Understanding and Improving Graph Injection Attack by Promoting Unnoticeability
Yongqiang Chen, Han Yang, Yonggang Zhang +4
Improving the efficiency of calculations with approximate spectral decompositions of dielectric matrices
Han Yang, Marco Govoni, Giulia Galli
Enhancing the Scalability and Applicability of Kohn-Sham Hamiltonians for Molecular Systems
Yunyang Li, Zaishuo Xia, Lin Huang +8
PhyScensis: Physics-Augmented LLM Agents for Complex Physical Scene Arrangement
Yian Wang, Han Yang, Minghao Guo +5
Uncertainty Aware Human-machine Collaboration in Camouflaged Object Detection
Ziyue Yang, Kehan Wang, Yuhang Ming +4
Co-creation of AI technology, empowering curators of cultural heritage information and guarding research commons
Andrea Scharnhorst, Han Yang, Jetze Touber +3
Authority Backdoor: A Certifiable Backdoor Mechanism for Authoring DNNs
Han Yang, Shaofeng Li, Tian Dong +3
Probing the Limit of Heat Transfer in Inorganic Crystals with Deep Learning
Jielan Li, Zekun Chen, Qian Wang +21
Referring Camouflaged Object Detection With Multi-Context Overlapped Windows Cross-Attention
Yu Wen, Shuyong Gao, Shuping Zhang +6
High-Fidelity Virtual Try-on with Large-Scale Unpaired Learning
Han Yang, Yanlong Zang, Ziwei Liu
NLUT: Neural-based 3D Lookup Tables for Video Photorealistic Style Transfer
Yaosen Chen, Han Yang, Yuexin Yang +4
Time-Continuous Energy-Conservation Neural Network for Structural Dynamics Analysis
Yuan Feng, Hexiang Wang, Han Yang +1
IC-Portrait: In-Context Matching for View-Consistent Personalized Portrait
Han Yang, Enis Simsar, Sotiris Anagnostidis +3
Pareto Invariant Risk Minimization: Towards Mitigating the Optimization Dilemma in Out-of-Distribution Generalization
Yongqiang Chen, Kaiwen Zhou, Yatao Bian +8
Automating Expert-Level Medical Reasoning Evaluation of Large Language Models
Shuang Zhou, Wenya Xie, Jiaxi Li +16
Efficient and Scalable Density Functional Theory Hamiltonian Prediction through Adaptive Sparsity
Erpai Luo, Xinran Wei, Lin Huang +7
Benchmarking Retrieval-Augmented Large Language Models in Biomedical NLP: Application, Robustness, and Self-Awareness
Mingchen Li, Zaifu Zhan, Han Yang +3
Nature Language Model: Deciphering the Language of Nature for Scientific Discovery
Yingce Xia, Peiran Jin, Shufang Xie +43
SPT: Fine-Tuning Transformer-based Language Models Efficiently with Sparsification
Yuntao Gui, Xiao Yan, Peiqi Yin +2
A two-stream network with global-local feature fusion for bone age assessment
Qiong Lou, Han Yang, Fang Lu
Quantum vibronic effects on the electronic properties of solid and molecular carbon
Arpan Kundu, Marco Govoni, Han Yang +3
EVE: Verifiable Self-Evolution of MLLMs via Executable Visual Transformations
Yongrui Heng, Chaoya Jiang, Han Yang +2
Hypergraph partitions
Alexander Mishchenko, Vladimir Manuilov, Chao You +1
Retinex-qDPC: automatic background rectified quantitative differential phase contrast imaging
Shuhe Zhang, Tao Peng, Zeyu Ke +3
Multi-party Collaborative Attention Control for Image Customization
Han Yang, Chuanguang Yang, Qiuli Wang +4
Long-Short-Range Message-Passing: A Physics-Informed Framework to Capture Non-Local Interaction for Scalable Molecular Dynamics Simulation
Yunyang Li, Yusong Wang, Lin Huang +7
Calibrating and Improving Graph Contrastive Learning
Kaili Ma, Haochen Yang, Han Yang +2
UniMuMo: Unified Text, Music and Motion Generation
Han Yang, Kun Su, Yutong Zhang +4
Enhancing 3D Semantic Scene Completion with a Refinement Module
Dunxing Zhang, Jiachen Lu, Han Yang +2
When Knowledge Is Not Free: Cost-Aware Evidence Selection in Retrieval-Augmented Generation
Mingyan Wu, Han Yang, Omer Ben-Porat +1
Mitigating the Structural Bias in Graph Adversarial Defenses
Junyuan Fang, Huimin Liu, Han Yang +3
MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures
Han Yang, Chenxi Hu, Yichi Zhou +19
Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
Yongqiang Chen, Yonggang Zhang, Yatao Bian +6
Hyper-Sphere Quantization: Communication-Efficient SGD for Federated Learning
Xinyan Dai, Xiao Yan, Kaiwen Zhou +4
Disentangled Cycle Consistency for Highly-realistic Virtual Try-On
Chongjian Ge, Yibing Song, Yuying Ge +3
Classification of weak Bruhat interval modules of -Hecke algebras
Yong Liao, Han Yang, Houyi Yu
MegaPortrait: Revisiting Diffusion Control for High-fidelity Portrait Generation
Han Yang, Sotiris Anagnostidis, Enis Simsar +1
Simultaneous Contact Selection and Planning for Contact-Rich Manipulation with Cascaded Optimization
Zhe Zhang, Xingrong Diao, Haoxiang Liang +4