Publications (184)
Unifying Label-inputted Graph Neural Networks with Deep Equilibrium Models
Yi Luo, Guiduo Duan, Guangchun Luo +1
Scale-Aware Curriculum Learning for Ddata-Efficient Lung Nodule Detection with YOLOv11
Yi Luo, Yike Guo, Hamed Hooshangnejad +1
Quantitative phase imaging (QPI) through random diffusers using a diffractive optical network
Yuhang Li, Yi Luo, Deniz Mengu +2
From Intention To Implementation: Automating Biomedical Research via LLMs
Yi Luo, Linghang Shi, Yihao Li +4
Fragmentation and isomerization of polycyclic aromatic hydrocarbons in the interstellar medium: coronene as a case study
Tao Chen, Yi Luo, Aigen Li
NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism
Miao Li, Ming-Bin Chen, Bo Tang +8
Charge states, triple points and quadruple points in an InAs nanowire triple quantum dot revealed by an integrated charge sensor
Weijie Li, Zhihai Liu, Jingwei Mu +4
On the Design and Training Strategies for RNN-based Online Neural Speech Separation Systems
Kai Li, Yi Luo
HiCaM: A Hierarchical-Causal Modification Framework for Long-Form Text Modification
Yuntao Shi, Yi Luo, Yeyun Gong +1
Design of Task-Specific Optical Systems Using Broadband Diffractive Neural Networks
Yi Luo, Deniz Mengu, Nezih T. Yardimci +4
InGaN/GaN Multi-Quantum-Well and Light-Emitting Diode Based on V-pit-Shaped GaN Grown on Patterned Sapphire Substrate
Lai Wang, Xiao Meng, Di Yang +8
One-dimensional quantum dot array integrated with charge sensors in an InAs nanowire
Yi Luo, Xiao-Fei Liu, Zhi-Hai Liu +8
Coherent Resonances Observed in the Dissociative Electron Attachments to Carbon Monoxide
Xu-Dong Wang, Chuan-Jin Xuan, Yi Luo +1
Dynamical moment fragmentation in the all-in all-out pyrochlore Nd2Sn2O7
Yi Luo, Matthew S. Powell, Joseph A. M. Paddison +4
The Sound Demixing Challenge 2023 $\unicode{x2013}$ Cinematic Demixing Track
Stefan Uhlich, Giorgio Fabbro, Masato Hirano +14
Cascadable all-optical NAND gates using diffractive networks
Yi Luo, Deniz Mengu, Aydogan Ozcan
ICBCBench: An Industry Consortium Benchmark for Financial Deep Research
Weiya Li, Zhiwei Tang, Yizhou He +10
3D Matting: A Benchmark Study on Soft Segmentation Method for Pulmonary Nodules Applied in Computed Tomography
Lin Wang, Xiufen Ye, Donghao Zhang +9
Switching the Optical Chirality in Magneto-plasmonic Metasurfaces Using Applied Magnetic Fields
Jun Qin, Longjiang Deng, Tongtong Kang +11
TasNet: time-domain audio separation network for real-time, single-channel speech separation
Yi Luo, Nima Mesgarani
Integration of speech separation, diarization, and recognition for multi-speaker meetings: System description, comparison, and analysis
Desh Raj, Pavel Denisov, Zhuo Chen +11
Hydrogenating VO2 with protons in acid solution
Yuliang Chen, Zhaowu Wang, Shi Chen +7
See More, Change Less: Anatomy-Aware Diffusion for Contrast Enhancement
Junqi Liu, Zejun Wu, Pedro R. A. S. Bassi +15
Deep learning enables high-throughput analysis of particle-aggregation-based bio-sensors imaged using holography
Yichen Wu, Aniruddha Ray, Qingshan Wei +5
Rapidly Achieving Chemical Accuracy with Quantum Computing Enforced Language Model
Honghui Shang, Xiongzhi Zeng, Ming Gong +11
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression
Hangting Chen, Jianwei Yu, Yi Luo +4
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation
Yi Luo, Nima Mesgarani
Broadband frequency comb generation in aluminum nitride-on-sapphire microresonators
Xianwen Liu, Changzheng Sun, Bing Xiong +10
Dynamic imaging and characterization of volatile aerosols in e-cigarette emissions using deep learning-based holographic microscopy
Yi Luo, Yichen Wu, Liqiao Li +4
Laser-launched evanescent surface plasmon polariton field utilized as a direct coherent pumping source to generate emitted nonlinear four-wave mixing radiation
Qun Zhang, Ke Lin, Yi Luo
Super-resolution image display using diffractive decoders
Cagatay Isil, Deniz Mengu, Yifan Zhao +5
To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects
Bijie Bai, Yi Luo, Tianyi Gan +6
EvoNash-MARL: A Closed-Loop Multi-Agent Reinforcement Learning Framework for Medium-Horizon Equity Allocation
Chongliu Jia, Yi Luo, Sipeng Han +5
Hybrid Interface States and Spin Polarization at Ferromagnetic Metal-Organic Heterojunctions: Interface Engineering for Efficient Spin Injection in Organic Spintronics
Shengwei Shi, Zhengyi Sun, Amilcar Bedoya-Pinto +7
RepNeXt: A Fast Multi-Scale CNN using Structural Reparameterization
Mingshu Zhao, Yi Luo, Yong Ouyang
Systematically Analyzing Prompt Injection Vulnerabilities in Diverse LLM Architectures
Victoria Benjamin, Emily Braca, Israel Carter +11
Evidence of Photocatalytic Dissociation of Water on TiO2 with Atomic Resolution
Shijing Tan, Yongfei Ji, Yang Wang +6
Distributed Information-theoretical Secure Protocols for Quantum Key Distribution Networks against Malicious Nodes
Yi Luo, Qiong Li, Hao-Kun Mao
WAKE: Watermarking Audio with Key Enrichment
Yaoxun Xu, Jianwei Yu, Hangting Chen +5
Circular displacement current induced anomalous magneto-optical effects in high index Mie resonators
Shuang Xia, Daria Ignatyeva, Qing Liu +11
A Language Vision Model Approach for Automated Tumor Contouring in Radiation Oncology
Yi Luo, Hamed Hooshangnejad, Xue Feng +6
Low half-wave-voltage, ultra-high bandwidth thin-film LiNbO3 modulator based on hybrid waveguide and periodic capacitively loaded electrodes
Xuecheng Liu, Bing Xiong, Changzheng Sun +7
Spatial mapping and analysis of aerosols during a forest fire using computational mobile microscopy
Yichen Wu, Ashutosh Shiledar, Yi Luo +6
Class-specific Differential Detection in Diffractive Optical Neural Networks Improves Inference Accuracy
Jingxi Li, Deniz Mengu, Yi Luo +2
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models
Jiashuo Sun, Yi Luo, Yeyun Gong +4
Music Source Separation with Band-split RNN
Yi Luo, Jianwei Yu
ReZero: Region-customizable Sound Extraction
Rongzhi Gu, Yi Luo
Virtual impactor-based label-free bio-aerosol detection using holography and deep learning
Yi Luo, Yijie Zhang, Tairan Liu +3
2nd Place Solution for CVPR2024 E2E Challenge: End-to-End Autonomous Driving Using Vision Language Model
Zilong Guo, Yi Luo, Long Sha +4
Scalable and Tunable In-Plane Ge/Si(001) Nanowires Grown by Molecular Beam Epitaxy
Jian-Huan Wang, Ming Ming, Ding-Ming Huang +7
Xinyu: An Efficient LLM-based System for Commentary Generation
Yiquan Wu, Bo Tang, Chenyang Xi +13
Terahertz Pulse Shaping Using Diffractive Surfaces
Muhammed Veli, Deniz Mengu, Nezih T. Yardimci +5
Speaker-independent Speech Separation with Deep Attractor Network
Yi Luo, Zhuo Chen, Nima Mesgarani
"WM"-Shaped Growth of GaN on Patterned Sapphire Substrates
Lai Wang, Xiao Meng, Di Yang +7
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network
Xiaolin Hu, Kai Li, Weiyi Zhang +3
Visually Constructing the Chemical Structure of a Single Molecule by Scanning Raman Picoscopy
Yao Zhang, Ben Yang, Atif Ghafoor +7
A density matrix approach for the electroluminescence of molecules in a scanning tunneling microscope
Guangjun Tian, Jicai Liu, Yi Luo
Disentangling Causal Substructures for Interpretable and Generalizable Drug Synergy Prediction
Yi Luo, Haochen Zhao, Xiao Liang +4
Analysis of Diffractive Optical Neural Networks and Their Integration with Electronic Neural Networks
Deniz Mengu, Yi Luo, Yair Rivenson +1
Implicit Filter-and-sum Network for Multi-channel Speech Separation
Yi Luo, Nima Mesgarani
Atomic-Scale Probing of Heterointerface Phonon Bridges in Nitride Semiconductor
Yue-Hui Li, Rui-Shi Qi, Ruo-Chen Shi +12
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting
Gongzhu Yin, Hongli Zhang, Yi Luo +3
B-spline freeform surface tailoring for prescribed irradiance based on differentiable ray-tracing
Haoqiang Wang, Zihan Zang, Yunpeng Xu +3
TERS-ABNet: A Deep Learning Approach for Automated Single-Molecule Structure Reconstruction with Atomic Precision from TERS Mapping
Jie Cui, Yao Zhang, Yang Zhang +2
Broadband nonlinear modulation of incoherent light using a transparent optoelectronic neuron array
Dehui Zhang, Dong Xu, Yuhang Li +14
Activating spin-forbidden transitions in molecules by the highly localized plasmonic field
Sai Duan, Zilvinas Rinkevicius, Yi Luo
Adversarial Defense of Image Classification Using a Variational Auto-Encoder
Yi Luo, Henry Pfister
Revolutionizing Database Q&A with Large Language Models: Comprehensive Benchmark and Evaluation
Yihang Zheng, Bo Li, Zhenghao Lin +6
Gate-defined quantum point contacts in a germanium quantum well
Han Gao, Zhen-Zhen Kong, Po Zhang +6
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization
Wei Dong, Junsheng Wu, Yi Luo +2
Observation of optical gyromagnetic properties in a magneto-plasmonic metamaterial
Weihao Yang, Qing Liu, Hanbin Wang +8
Drone LAMS: A Drone-based Face Detection Dataset with Large Angles and Many Scenarios
Yi Luo, Siyi Chen, X. -G. Ma
Entire Chain Uplift Modeling with Context-Enhanced Learning for Intelligent Marketing
Yinqiu Huang, Shuli Wang, Min Gao +6
Apollo: Band-sequence Modeling for High-Quality Audio Restoration
Kai Li, Yi Luo
A Time-domain Real-valued Generalized Wiener Filter for Multi-channel Neural Separation Systems
Yi Luo
Dual-Path Modeling for Long Recording Speech Separation in Meetings
Chenda Li, Zhuo Chen, Yi Luo +6
Iwahori component of the Gelfand--Graev representation for reductive groups
Yi Luo
All-optical image classification through unknown random diffusers using a single-pixel diffractive network
Yi Luo, Bijie Bai, Yuhang Li +2
Ultra-Lightweight Speech Separation via Group Communication
Yi Luo, Cong Han, Nima Mesgarani
Fast Random Approximation of Multi-channel Room Impulse Response
Yi Luo, Rongzhi Gu
Distortion-controlled Training for End-to-end Reverberant Speech Separation with Auxiliary Autoencoding Loss
Yi Luo, Cong Han, Nima Mesgarani
First-Principles Simulations of Inelastic Electron Tunneling Spectroscopyof Molecular Junctions
Jun Jiang, Mathias Kula, Wei Lu +1
Graph Entropy Minimization for Semi-supervised Node Classification
Yi Luo, Guangchun Luo, Ke Qin +1
Universal Model of Optical-Field Electron Tunneling from Two-Dimensional Materials
Yi Luo, Yee Sin Ang, L. K. Ang
Flow-Aided Flight Through Dynamic Clutters From Point To Motion
Bowen Xu, Zexuan Yan, Minghao Lu +7
MQRLD: A Multimodal Data Retrieval Platform with Query-aware Feature Representation and Learned Index Based on Data Lake
Ming Sheng, Shuliang Wang, Yong Zhang +4
Unified Framework for Hybrid Aleatory and Epistemic Uncertainty Propagation via Decoupled Multi-Probability Density Evolution Method
Yi Luo, Meng-Ze Lyu, Matteo Broggi +3
RecConv: Efficient Recursive Convolutions for Multi-Frequency Representations
Mingshu Zhao, Yi Luo, Yong Ouyang
Ultra-High-Efficiency Dual-Band Thin-Film Lithium Niobate Modulator Incorporating Low-k Underfill with 220 GHz Extrapolated Bandwidth for 390 Gbit/s PAM8 Transmission
Hao Liu, Yutong He, Bing Xiong +8
Asymmetric splitting of an antiferromagnetic resonance via quartic exchange interactions in multiferroic hexagonal HoMnO$_3$
N. J. Laurita, Yi Luo, Rongwei Hu +4
Real-time binaural speech separation with preserved spatial cues
Cong Han, Yi Luo, Nima Mesgarani
Nonlinear electron scattering activated by surface plasmon excitation of Ag nanostructures
ChunKai Xu, WenJie Liu, PanKe Zhang +3
Integrated Gallium Nitride Nonlinear Photonics
Yanzhen Zheng, Changzheng Sun, Bing Xiong +7
Deep learning-based holographic polarization microscopy
Tairan Liu, Kevin de Haan, Bijie Bai +8
Generalized Category Discovery in Event-Centric Contexts: Latent Pattern Mining with LLMs
Yi Luo, Qiwen Wang, Junqi Yang +5
High Fidelity Speech Enhancement with Band-split RNN
Jianwei Yu, Yi Luo, Hangting Chen +2
Edge optical scattering of two-dimensional materials
Huaiyi Ding, Yiyun Dong, Sijia Li +3
Semantic-Rearrangement-Based Multi-Level Alignment for Domain Generalized Segmentation
Guanlong Jiao, Chenyangguang Zhang, Haonan Yin +5
Microwave Response of the Superconducting Diode Effect in Proximitized Bilayer Graphene Interferometers
Shili Yan, Rubén Seoane Souto, Yi Luo +7
DCI: A Coordinated Allocation and Filling Workload-Aware Dual-Cache Allocation GNN Inference Acceleration System
Yi Luo, Yaobin Wang, Qi Wang +4