Publications (133)
Deep Reinforcement Learning for Real-Time Ground Delay Program Revision and Corresponding Flight Delay Assignments
Ke Liu, Fan Hu, Hui Lin +6
FreeLB: Enhanced Adversarial Training for Natural Language Understanding
Chen Zhu, Yu Cheng, Zhe Gan +3
Robust Deep Learning-Based Physical Layer Communications: Strategies and Approaches
Fenghao Zhu, Xinquan Wang, Chen Zhu +6
Full-C-band, sub-GHz-resolution Nyquist-filtering (de)interleaver in photonic integrated circuit
Leimeng Zhuang, Chen Zhu, Bill Corcoran +5
LiRank: Industrial Large Scale Ranking Models at LinkedIn
Fedor Borisyuk, Mingzhou Zhou, Qingquan Song +31
Are Adversarial Examples Created Equal? A Learnable Weighted Minimax Risk for Robustness under Non-uniform Attacks
Huimin Zeng, Chen Zhu, Tom Goldstein +1
Fair Resource Allocation in UAV-based Semantic Communication System with Fluid Antenna
Liang Siyun, Chen Zhu, Zhaohui Yang +4
Job-SDF: A Multi-Granularity Dataset for Job Skill Demand Forecasting and Benchmarking
Xi Chen, Chuan Qin, Chuyu Fang +5
Learning from Noisy Anchors for One-stage Object Detection
Hengduo Li, Zuxuan Wu, Chen Zhu +3
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning
Jianwu Fang, Chen Zhu, Pu Zhang +2
A Survey on Large Language Models for Recommendation
Likang Wu, Zhi Zheng, Zhaopeng Qiu +9
Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
Ravid Shwartz-Ziv, Micah Goldblum, Hossein Souri +4
Inductive Predictions of Extreme Hydrologic Events in The Wabash River Watershed
Nicholas Majeske, Bidisha Abesh, Chen Zhu +1
API: Empowering Generalizable Real-World Image Dehazing via Adaptive Patch Importance Learning
Chen Zhu, Huiwen Zhang, Yujie Li +2
Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach
Chuan Qin, Hengshu Zhu, Tong Xu +4
CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization
Shuo Yang, Yang Jiao, Shaoyu Dou +2
Stochastic Self-Guidance for Training-Free Enhancement of Diffusion Models
Chubin Chen, Jiashu Zhu, Xiaokun Feng +7
Beyond Spectral Decomposition: Bayesian Contrastive Learning and its Non-negative Formulation via Factor Analysis
Zhibin Duan, Tiansheng Wen, Yifei Wang +3
Preference Optimization with Multi-Sample Comparisons
Chaoqi Wang, Zhuokai Zhao, Chen Zhu +8
DELTA: Dynamic Embedding Learning with Truncated Conscious Attention for CTR Prediction
Chen Zhu, Liang Du, Hong Chen +4
Reducing the Teacher-Student Gap via Spherical Knowledge Disitllation
Jia Guo, Minghao Chen, Yao Hu +3
Joint Communication and Computation Design for Mobile Embodied AI Network (MEAN)
Chenliang Wu, Zhouxiang Zhao, Jiaxiang Wang +4
Experimental demonstration of Layered/Enhanced ACO-OFDM in short haul optical fiber transmission link
Binhuang Song, Chen Zhu, Bill Corcoran +3
Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
Hongzhan Lin, Ang Lv, Yuhan Chen +4
Measuring the Popularity of Job Skills in Recruitment Market: A Multi-Criteria Approach
Tong Xu, Hengshu Zhu, Chen Zhu +2
Ferroelectricity induced by the absorption of water molecules on double helix SnIP
Dan Liu, Ran Wei, Lin Han +2
GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
Chen Zhu, Renkun Ni, Zheng Xu +3
On the Exploitability of Instruction Tuning
Manli Shu, Jiongxiao Wang, Chen Zhu +3
Adapting Job Recommendations to User Preference Drift with Behavioral-Semantic Fusion Learning
Xiao Han, Chen Zhu, Xiao Hu +3
Outage Analysis of Aerial Semi-Grant-Free NOMA Systems
Hongjiang Lei, Chen Zhu, Ki-Hong Park +4
Smart Navigation System for Parking Assignment at Large Events: Incorporating Heterogeneous Driver Characteristics
Xi Cheng, Gaofeng Su, Siyuan Feng +5
Think Smarter not Harder: Adaptive Reasoning with Inference Aware Optimization
Zishun Yu, Tengyu Xu, Di Jin +9
The Perfect Blend: Redefining RLHF with Mixture of Judges
Tengyu Xu, Eryk Helenowski, Karthik Abinav Sankararaman +17
E-React: Towards Emotionally Controlled Synthesis of Human Reactions
Chen Zhu, Buzhen Huang, Zijing Wu +2
Robust Target Detection of Intelligent Integrated Optical Camera and mmWave Radar System
Chen Zhu, Zhouxiang Zhao, Zejing Shan +4
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations
Amin Ghiasi, Hamid Kazemi, Steven Reich +3
Social Context-aware GCN for Video Character Search via Scene-prior Enhancement
Wenjun Peng, Weidong He, Derong Xu +3
Fusion of Monocular Vision and Radio-based Ranging for Global Scale Estimation and Drift Mitigation
Young-Hee Lee, Chen Zhu, Gabriele Giorgi +1
Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers
Chen Zhu, Renkun Ni, Ping-yeh Chiang +3
VMBench: A Benchmark for Perception-Aligned Video Motion Generation
Xinran Ling, Chen Zhu, Meiqi Wu +7
LlamaRL: A Distributed Asynchronous Reinforcement Learning Framework for Efficient Large-scale LLM Training
Bo Wu, Sid Wang, Yunhao Tang +11
Rate Maximization for UAV-assisted ISAC System with Fluid Antennas
Xingtao Yang, Zhenghe Guo, Siyun Liang +3
Ranking-aware Reinforcement Learning for Ordinal Ranking
Aiming Hao, Chen Zhu, Jiashu Zhu +2
Structured Attentions for Visual Question Answering
Chen Zhu, Yanpeng Zhao, Shuaiyi Huang +2
MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients
Chen Zhu, Yu Cheng, Zhe Gan +3
Mechanisms of isotope exchange between aqueous solutions and barite in low-temperature geochemical systems
Chen Zhu, Youxue Zhang, Donald J. DePaolo +4
Nemotron-4 340B Technical Report
Nvidia, :, Bo Adler +80
DeepTelecom: A Digital-Twin Deep Learning Dataset for Channel and MIMO Applications
Bohao Wang, Zehua Jiang, Zhenyu Yang +9
Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback
Yen-Ting Lin, Di Jin, Tengyu Xu +11
Towards Efficient Resume Understanding: A Multi-Granularity Multi-Modal Pre-Training Approach
Feihu Jiang, Chuan Qin, Jingshuai Zhang +6
Beyond Reward Hacking: Causal Rewards for Large Language Model Alignment
Chaoqi Wang, Zhuokai Zhao, Yibo Jiang +8
An Industrial-Scale Sequential Recommender for LinkedIn Feed Ranking
Lars Hertel, Gaurav Srivastava, Syed Ali Naqvi +21
DISCO: A Hierarchical Disentangled Cognitive Diagnosis Framework for Interpretable Job Recommendation
Xiaoshan Yu, Chuan Qin, Qi Zhang +4
Hashing Beam Training for Near-Field Communications
Yuan Xu, Li Wei, Chongwen Huang +6
Linear correlations of Gibbs free energy for rare earth element oxide, hydroxide, chloride, fluoride, carbonate, and ferrite minerals and crystalline solids
Ruiguang Pan, Chen Zhu
Multi-Level Association Rule Mining for Wireless Network Time Series Data
Chen Zhu, Chengbo Qiu, Shaoyu Dou +1
Latent Temporal Discrepancy as Motion Prior: A Loss-Weighting Strategy for Dynamic Fidelity in T2V
Meiqi Wu, Bingze Song, Ruimin Lin +5
Bridging the Information Gap Between Domain-Specific Model and General LLM for Personalized Recommendation
Wenxuan Zhang, Hongzhi Liu, Yingpeng Du +4
(Human) Attention Is (Still) All You Need: Human oversight makes AI-assisted social science reliable
Chen Zhu, Xiaolu Wang, Weilong Zhang
HLER: Human-in-the-Loop Economic Research via Multi-Agent Pipelines for Empirical Discovery
Chen Zhu, Xiaolu Wang
Smart Navigation System for Parking Assignment at Large Events: Incorporating Heterogeneous Driver Characteristics
Xi Cheng, Tong Liu, Gaofeng Su +5
Person-Job Fit: Adapting the Right Talent for the Right Job with Joint Representation Learning
Chen Zhu, Hengshu Zhu, Hui Xiong +4
EA-ViT: Efficient Adaptation for Elastic Vision Transformer
Chen Zhu, Wangbo Zhao, Huiwen Zhang +9
Certified Defenses for Adversarial Patches
Ping-Yeh Chiang, Renkun Ni, Ahmed Abdelkader +3
Scalable Hyperparameter-Divergent Ensemble Training with Automatic Learning Rate Exploration for Large Models
Hailing Cheng, Tao Huang, Chen Zhu +1
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
Gheorghe Comanici, Eric Bieber, Mike Schaekermann +3431
Plasma-assisted fabrication of monolayer phosphorene and its Raman characterization
Wanglin Lu, Haiyan Nan, Jinhua Hong +7
CoVOR-SLAM: Cooperative SLAM using Visual Odometry and Ranges for Multi-Robot Systems
Young-Hee Lee, Chen Zhu, Thomas Wiedemann +3
Large-Scale Adversarial Training for Vision-and-Language Representation Learning
Zhe Gan, Yen-Chun Chen, Linjie Li +3
Implicit-explicit Integrated Representations for Multi-view Video Compression
Chen Zhu, Guo Lu, Bing He +2
OPTune: Efficient Online Preference Tuning
Lichang Chen, Jiuhai Chen, Chenxi Liu +6
Liquid Neural Networks: Next-Generation AI for Telecom from First Principles
Fenghao Zhu, Xinquan Wang, Chen Zhu +1
Tensor Programs VI: Feature Learning in Infinite-Depth Neural Networks
Greg Yang, Dingli Yu, Chen Zhu +1
Robust Optimization as Data Augmentation for Large-scale Graphs
Kezhi Kong, Guohao Li, Mucong Ding +5
Understanding the Role of Self-Supervised Learning in Out-of-Distribution Detection Task
Jiuhai Chen, Chen Zhu, Bin Dai
Fine-grained Video Categorization with Redundancy Reduction Attention
Chen Zhu, Xiao Tan, Feng Zhou +4
A silicon integrated microwave photonic beamformer
Chen Zhu, Liangjun Lu, Wensheng Shan +4
Fair Rate Maximization for Fluid Antenna Relay (FAR)-assisted Multi-user MISO Communications
Ruopeng Xu, Zhaohui Yang, Ting Zhang +3
Headless Horseman: Adversarial Attacks on Transfer Learning Models
Ahmed Abdelkader, Michael J. Curry, Liam Fowl +5
Modifying Memories in Transformer Models
Chen Zhu, Ankit Singh Rawat, Manzil Zaheer +4
A Comprehensive Survey of Artificial Intelligence Techniques for Talent Analytics
Chuan Qin, Le Zhang, Yihang Cheng +8
Fair Resource Allocation for Probabilistic Semantic Communication in IIoT
Siyun Liang, Zhouxiang Zhao, Chen Zhu +4
Generative Organizational Behavior Simulation using Large Language Model based Autonomous Agents: A Holacracy Perspective
Chen Zhu, Yihang Cheng, Jingshuai Zhang +3
Recruitment Market Trend Analysis with Sequential Latent Variable Models
Chen Zhu, Hengshu Zhu, Hui Xiong +2
Nighttime Hazy Image Enhancement via Progressively and Mutually Reinforcing Night-Haze Priors
Chen Zhu, Huiwen Zhang, Mu He +2
ODIN: Disentangled Reward Mitigates Hacking in RLHF
Lichang Chen, Chen Zhu, Davit Soselia +6
Adversarially robust transfer learning
Ali Shafahi, Parsa Saadatpanah, Chen Zhu +4
SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing
Shuyu Chen, Chen Zhu, Ye Zhang +3
Near-Field Integrated Sensing, Computing and Semantic Communication in Digital Twin-Assisted Vehicular Networks
Yinchao Yang, Yahao Ding, Jiaxiang Wang +5
A Multi-Grid Implicit Neural Representation for Multi-View Videos
Qingyue Ling, Zhengxue Cheng, Donghui Feng +6
FoMo4Wheat: Toward reliable crop vision foundation models with globally curated data
Bing Han, Chen Zhu, Dong Han +22
Artifact-Aware Evaluation for High-Quality Video Generation
Chen Zhu, Jiashu Zhu, Yanxun Li +6
Multi-IF: Benchmarking LLMs on Multi-Turn and Multilingual Instructions Following
Yun He, Di Jin, Chaoqi Wang +16
The Solution for the ICCV 2023 1st Scientific Figure Captioning Challenge
Dian Chao, Xin Song, Shupeng Zhong +4
Learning Visual Knowledge Memory Networks for Visual Question Answering
Zhou Su, Chen Zhu, Yinpeng Dong +3
Flight Path Optimization with Optimal Control Method
Gaofeng Su, Xi Cheng, Siyuan Feng +5
Energy-Efficient Probabilistic Semantic Communication Over Visible Light Networks With Rate Splitting
Zhouxiang Zhao, Zhaohui Yang, Chen Zhu +2
ImagerySearch: Adaptive Test-Time Search for Video Generation Beyond Semantic Dependency Constraints
Meiqi Wu, Jiashu Zhu, Xiaokun Feng +7
Vertiport Navigation Requirements and Multisensor Architecture Considerations for Urban Air Mobility
Omar Garcia Crespillo, Chen Zhu, Maximilian Simonetti +3
Semantic-Aware Visual Information Transmission With Key Information Extraction Over Wireless Networks
Chen Zhu, Kang Liang, Jianrong Bao +4