Publications (194)
Out of the box age estimation through facial imagery: A Comprehensive Benchmark of Vision-Language Models vs. out-of-the-box Traditional Architectures
Simiao Ren, Xingyu Shen, Ankit Raj +8
A Hierarchical Approach to Population Training for Human-AI Collaboration
Yi Loo, Chen Gong, Malika Meghjani
Synergistic Network Learning and Label Correction for Noise-robust Image Classification
Chen Gong, Kong Bin, Eric J. Seibel +3
Channel Estimation and Signal Detection for NLOS Ultraviolet Scattering Communication with Space Division Multiple Access
Yubo Zhang, Yuchen Pan, Chen Gong +2
GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
Linhao Luo, Zicheng Zhao, Gholamreza Haffari +3
Hyperspectral Image Classification With Contrastive Graph Convolutional Network
Wentao Yu, Sheng Wan, Guangyu Li +2
Ensemble Enabled Weighted PageRank
Dongsheng Luo, Chen Gong, Renjun Hu +2
To Store or Not? Online Data Selection for Federated Learning with Limited Storage
Chen Gong, Zhenzhe Zheng, Yunfeng Shao +3
The Analysis and Performance of LODC-OFDM Signal in Nonlinear Rydberg Atomic Sensor
Hao Wu, Xinyuan Yao, Rui Ni +1
Beacon-enabled TDMA Ultraviolet Communication Network System Design and Realization
Yuchen Pan, Fei Long, Ping Li +5
Automatic Sleep Stage Classification with Cross-modal Self-supervised Features from Deep Brain Signals
Chen Gong, Yue Chen, Yanan Sui +1
Characterization of Rydberg-Atom Signal Reception of Dual-Frequency Signals Coupled with Two Energy Levels
Hao Wu, Chongwu Xie, Xinyuan Yao +5
Non-Archimedean techniques and dynamical degenerations
Charles Favre, Chen Gong
Robust Generalization against Photon-Limited Corruptions via Worst-Case Sharpness Minimization
Zhuo Huang, Miaoxi Zhu, Xiaobo Xia +6
Indoor 3-Dimensional Visible Light Positioning: Error Metric and LED Layout Optimization
Jiaojiao Xu, Nuo Huang, Chen Gong
Indefinite Kernel Logistic Regression with Concave-inexact-convex Procedure
Fanghui Liu, Xiaolin Huang, Chen Gong +2
LEOS-assisted Inter-GEOS Communication via Distributed-storage Coding
Haisheng Xu, Chen Gong, Haipeng Yao +1
Mining Word Boundaries in Speech as Naturally Annotated Word Segmentation Data
Lei Zhang, Zhenghua Li, Shilin Zhou +4
Constrained Partial Group Decoding with Max-Min Fairness for Multi-color Multi-user Visible Light Communication
Guangtao Zheng, Chen Gong, Zhengyuan Xu
Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-Mismatch
Yijie Liu, Xinyi Shang, Yiqun Zhang +4
Network Cooperation with Progressive Disambiguation for Partial Label Learning
Yao Yao, Chen Gong, Jiehui Deng +1
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data
Hezhao Liu, Yang Lu, Mengke Li +4
GAN Inversion for Image Editing via Unsupervised Domain Adaptation
Siyu Xing, Chen Gong, Hewei Guo +3
A Survey on Multi-output Learning
Donna Xu, Yaxin Shi, Ivor W. Tsang +3
A Two-Stage Data Selection Framework for Data-Efficient Model Training on Edge Devices
Chen Gong, Rui Xing, Zhenzhe Zheng +1
Delving into Non-Exchangeability for Conformal Prediction in Graph-Structured Multivariate Time Series
Ruichao Guo, Xingyao Han, Luo Wenshui +3
Can SAM Segment Polyps?
Tao Zhou, Yizhe Zhang, Yi Zhou +2
LDC-VAE: A Latent Distribution Consistency Approach to Variational AutoEncoders
Xiaoyu Chen, Chen Gong, Qiang He +2
Towards Harnessing Feature Embedding for Robust Learning with Noisy Labels
Chuang Zhang, Li Shen, Jian Yang +1
Joint Transceiver and Offset Design for Visible Light Communications with Input-dependent Shot Noise
Qian Gao, Chen Gong, Zhengyuan Xu
UniSLU: Unified Spoken Language Understanding from Heterogeneous Cross-Task Datasets
Zhichao Sheng, Shilin Zhou, Chen Gong +1
Well Begun, Half Done: Reinforcement Learning with Prefix Optimization for LLM Reasoning
Yiliu Sun, Zicheng Zhao, Yang Wei +2
BAFFLE: Hiding Backdoors in Offline Reinforcement Learning Datasets
Chen Gong, Zhou Yang, Yunpeng Bai +8
R.R.: Unveiling LLM Training Privacy through Recollection and Ranking
Wenlong Meng, Zhenyuan Guo, Lenan Wu +5
Manipulating the Topology of Nanoscale Skyrmion Bubbles by Spatially Geometric Confinement
Zhipeng Hou, Qiang Zhang, Guizhou Xu +10
Ensemble Teaching for Hybrid Label Propagation
Chen Gong, Dacheng Tao, Xiaojun Chang +1
Constellation Design for Multi-color Visible Light Communications
Qian Gao, Chen Gong, Rui Wang +2
Mutual Information as Intrinsic Reward of Reinforcement Learning Agents for On-demand Ride Pooling
Xianjie Zhang, Jiahao Sun, Chen Gong +4
Characterization on Practical Photon Counting Receiver in Optical Scattering Communication
Difan Zou, Chen Gong, Zhengyuan Xu
Atomic superheterodyne receiver Sensitivity estimation based on homodyne readout
Shanchi Wu, Chen Gong, Rui Ni
Reliable Shot Identification for Complex Event Detection via Visual-Semantic Embedding
Minnan Luo, Xiaojun Chang, Chen Gong
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
Yixin Liu, Zhao Li, Shirui Pan +3
Fine-Grained Music Plagiarism Detection: Revealing Plagiarists through Bipartite Graph Matching and a Comprehensive Large-Scale Dataset
Wenxuan Liu, Tianyao He, Chen Gong +3
Adaptive Discriminative Regularization for Visual Classification
Qingsong Zhao, Yi Wang, Shuguang Dou +3
Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training
Xuxi Chen, Wuyang Chen, Tianlong Chen +4
Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation
Kaiwen Huang, Yi Zhou, Huazhu Fu +3
An Approach to Efficient Fitting of Univariate and Multivariate Stochastic Volatility Models
Chen Gong, David S. Stoffer
Adversarial Metric Learning
Shuo Chen, Chen Gong, Jian Yang +3
DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation
Chengkun Wei, Weixian Li, Chen Gong +1
NetDPSyn: Synthesizing Network Traces under Differential Privacy
Danyu Sun, Joann Qiongna Chen, Chen Gong +2
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching
Fanghui Liu, Chen Gong, Xiaolin Huang +3
Band degeneration and evolution in nonlinear triatomic chain superlattices
Chen Gong, Xin Fang, Li Cheng
Pulse-laser Based Long-range Non-line-of-sight Ultraviolet Communication with Pulse Response Position Estimation
Ruixiong Xu, Chen Gong, Zhengyuan Xu
Benchmarking Differentially Private Tabular Data Synthesis
Kai Chen, Xiaochen Li, Chen Gong +2
Robust Learning under Hybrid Noise
Yang Wei, Shuo Chen, Shanshan Ye +2
Modeling Inter-Intra Heterogeneity for Graph Federated Learning
Wentao Yu, Shuo Chen, Yongxin Tong +2
Learning with Group Noise
Qizhou Wang, Jiangchao Yao, Chen Gong +4
A 1Mbps Real-time NLOS UV Scattering Communication System with Receiver Diversity over 1km
Guanchu Wang, Kun Wang, Chen Gong +3
LLM-PS: Empowering Large Language Models for Time Series Forecasting with Temporal Patterns and Semantics
Jialiang Tang, Shuo Chen, Chen Gong +2
PrivCode++: Latent-Conditioned Differentially Private Code Generation for Comprehensive Guarantees
Zheng Liu, Chen Gong, Terry Yue Zhuo +6
Regularly Truncated M-estimators for Learning with Noisy Labels
Xiaobo Xia, Pengqian Lu, Chen Gong +3
Hybrid Group Decoding for Scalable Video over MIMO-OFDM Downlink Systems
Shuying Li, Chen Gong, Xiaodong Wang
Two Dimension Intensity Distribution of Ultraviolet Scattering Communication
Difan Zou, Zhengyuan Xu, Chen Gong
Interference Management and Power Allocation for NOMA Visible Light Communications Network
Xiaoke Zhang, Qian Gao, Chen Gong +1
Trainable Pointwise Decoder Module for Point Cloud Segmentation
Bike Chen, Chen Gong, Antti Tikanmäki +1
Beyond One-Size-Fits-All: Neural Networks for Differentially Private Tabular Data Synthesis
Kai Chen, Chen Gong, Tianhao Wang
RetinaMatch: Efficient Template Matching of Retina Images for Teleophthalmology
Chen Gong, N. Benjamin Erichson, John P. Kelly +4
On Finite Block-Length Quantization Distortion
Chen Gong, Xiaodong Wang
Weak Radio Frequency Signal Detection Based on Piezo-Opto-Electro-Mechanical System: Architecture Design and Sensitivity Prediction
Shanchi Wu, Chen Gong, Chengjie Zuo +8
Data Can Speak for Itself: Quality-guided Utilization of Wireless Synthetic Data
Chen Gong, Bo Liang, Wei Gao +1
Heterogeneity-Aware Knowledge Sharing for Graph Federated Learning
Wentao Yu, Sheng Wan, Shuo Chen +2
Statistical Non-linear Model, Achievable Rates and Signal Detection for Photon-level Photomultiplier Receiver
Zhimeng Jiang, Chen Gong, Zhengyuan Xu
SCAN: Structured Capability Assessment and Navigation for LLMs
Zongqi Wang, Tianle Gu, Chen Gong +3
Dynamic Thinking-Token Selection for Efficient Reasoning in Large Reasoning Models
Zhenyuan Guo, Tong Chen, Wenlong Meng +4
Contrastive and Generative Graph Convolutional Networks for Graph-based Semi-Supervised Learning
Sheng Wan, Shirui Pan, Jian Yang +1
Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Medical Image Segmentation
Yunqi Gu, Tao Zhou, Yizhe Zhang +4
Distribution Shift Matters for Knowledge Distillation with Webly Collected Images
Jialiang Tang, Shuo Chen, Gang Niu +2
Insight-A: Attribution-aware for Multimodal Misinformation Detection
Junjie Wu, Yumeng Fu, Chen Gong +1
PrivImage: Differentially Private Synthetic Image Generation using Diffusion Models with Semantic-Aware Pretraining
Kecen Li, Chen Gong, Zhixiang Li +3
Efficient Realization of Multi-channel Visible Light Communication System for Dynamic Cross-Water Surface Channels
Han Qi, Tianrui Lin, Tianjian Wei +4
Cross-Domain Attribute Alignment with CLIP: A Rehearsal-Free Approach for Class-Incremental Unsupervised Domain Adaptation
Kerun Mi, Guoliang Kang, Guangyu Li +3
Hybrid Data-Free Knowledge Distillation
Jialiang Tang, Shuo Chen, Chen Gong
TrajDeleter: Enabling Trajectory Forgetting in Offline Reinforcement Learning Agents
Chen Gong, Kecen Li, Jin Yao +1
Are We Ready to Embrace Generative AI for Software Q&A?
Bowen Xu, Thanh-Dat Nguyen, Thanh Le-Cong +8
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style
Zhuo Huang, Xiaobo Xia, Li Shen +4
Rank Aggregation in Crowdsourcing for Listwise Annotations
Wenshui Luo, Haoyu Liu, Yongliang Ding +7
Wireless Communication Based on Microwave Photon-Level Detection With Superconducting Devices: Achievable Rate Prediction
Junyu Zhang, Chen Gong, Shangbin Li +5
Multiplier scales of a sequence of rational maps
Chen Gong
Tackling Instance-Dependent Label Noise via a Universal Probabilistic Model
Qizhou Wang, Bo Han, Tongliang Liu +3
Low-Complexity Rydberg Array Reuse: Modeling and Receiver Design for Sparse Channels
Hao Wu, Shanchi Wu, Xinyuan Yao +2
From Easy to Hard++: Promoting Differentially Private Image Synthesis Through Spatial-Frequency Curriculum
Chen Gong, Kecen Li, Zinan Lin +1
BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex Instructions
Terry Yue Zhuo, Minh Chien Vu, Jenny Chim +30
On the Sum-Rate Capacity of Poisson Multiple Access Channel with Non-Perfect Photon-Counting Receiver
Zhimeng Jiang, Chen Gong, Guanchu Wang +1
Hollow-LLM Attack: Computationally Trivial Weights in Zero-Knowledge Verification of LLM Inference
Chen Gong, Beijie Liu, Mengyuan Li
ControlCap: Controllable Region-level Captioning
Yuzhong Zhao, Yue Liu, Zonghao Guo +4
Understanding Robust Overfitting of Adversarial Training and Beyond
Chaojian Yu, Bo Han, Li Shen +4
Delta: A Cloud-assisted Data Enrichment Framework for On-Device Continual Learning
Chen Gong, Zhenzhe Zheng, Fan Wu +2
From DC-Biased to DC-Informative Optical OFDM
Qian Gao, Chen Gong, Rui Wang +2
Hyperspectral Image Classification With Context-Aware Dynamic Graph Convolutional Network
Sheng Wan, Chen Gong, Ping Zhong +3
Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion
Zicheng Zhao, Linhao Luo, Shirui Pan +2