Heng Huang

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 490

Top Venues

Publications

Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. ACL (Findings) (2024)
Jianan Fan, Dongnan Liu, Canran Li, Hang Chang, Heng Huang, Filip Braet, Mei Chen, Weidong Cai
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View. CoRR (2024)
Jian Yang, Jiakun Li, Guoming Li, Zhen Shen, Huai-Yu Wu, Zhaoxin Fan, Heng Huang
MLPHand: Real Time Multi-View 3D Hand Mesh Reconstruction via MLP Modeling. CoRR (2024)
Kai Huang, Hanyun Yin, Heng Huang, Wei Gao
Towards Green AI in Fine-tuning Large Language Models via Adaptive Backpropagation. ICLR (2024)
Peiran Yu, Junyi Li, Heng Huang
Dropout Enhanced Bilevel Training. ICLR (2024)
Dong Tian, Yu-Jie Zuo, Hao-Ji Yan, Heng Huang, Ming-Zhao Liu, Hang Yang, Jin Zhao, Ling-Zhi Shi, Jing-Yu Chen
Machine learning model predicts airway stenosis requiring clinical intervention in patients after lung transplantation: a retrospective case-controlled study. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Jiaxin Lei, Xiliang Liu, Wei Song, Heng Huang, Xiaoyan Ma, Junliang Wei, Milin Zhang
Design of a Low-Power, High-Data-Rate, and Crystal-Less All-Digital IR-UWB Transmitter for High-Density Neural Implants. IEEE J. Solid State Circuits 59 (7) (2024)
Xidong Wu, Shangqian Gao, Zeyu Zhang, Zhenzhen Li, Runxue Bao, Yanfu Zhang, Xiaoqian Wang, Heng Huang
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch. CoRR (2024)
Haoteng Tang, Guodong Liu, Siyuan Dai, Kai Ye, Kun Zhao, Wenlu Wang, Carl Yang, Lifang He, Alex D. Leow, Paul Thompson, Heng Huang, Liang Zhan
Interpretable Spatio-Temporal Embedding for Brain Structural-Effective Network with Ordinary Differential Equation. CoRR (2024)
Heng Huang, Lin Zhao, Zihao Wu, Xiaowei Yu, Jing Zhang, Xintao Hu, Dajiang Zhu, Tianming Liu
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding. CoRR (2024)
Bin Gu, Xiyuan Wei, Hualin Zhang, Yi Chang, Heng Huang
Obtaining Lower Query Complexities Through Lightweight Zeroth-Order Proximal Gradient Algorithms. Neural Comput. 36 (5) (2024)
Vasu Singla, Kaiyu Yue, Sukriti Paul, Reza Shirkavand, Mayuka Jayawardhana, Alireza Ganjdanesh, Heng Huang, Abhinav Bhatele, Gowthami Somepalli, Tom Goldstein
From Pixels to Prose: A Large Dataset of Dense Image Captions. CoRR (2024)
Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. CoRR (2024)
Jiexi Yan, Cheng Deng, Heng Huang, Wei Liu
Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Tianyi Xiong, Jiayi Wu, Botao He, Cornelia Fermüller, Yiannis Aloimonos, Heng Huang, Christopher A. Metzler
Event3DGS: Event-Based 3D Gaussian Splatting for High-Speed Robot Egomotion. CoRR (2024)
Zhaoxin Fan, Runmin Jiang, Junhao Wu, Xin Huang, Tianyang Wang, Heng Huang, Min Xu
Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning. CoRR (2024)
Yihan Wu, Ruibo Chen, Zhengmian Hu, Yanshuo Chen, Junfeng Guo, Hongyang Zhang, Heng Huang
Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions. CoRR (2024)
Zhenyi Wang, Yan Li, Li Shen, Heng Huang
A Unified and General Framework for Continual Learning. ICLR (2024)
Chenxi Liu, Zhenyi Wang, Tianyi Xiong, Ruibo Chen, Yihan Wu, Junfeng Guo, Heng Huang
Few-Shot Class Incremental Learning with Attention-Aware Self-Adaptive Prompt. CoRR (2024)
Heng Huang, Yunhan Bai, Hongwei Liang, Xiaozhong Liu
IR Embedding Fairness Inspection via Contrastive Learning and Human-AI Collaborative Intelligence. PKDD (4) (2024)
Ziyi Chen, Yi Zhou, Heng Huang
On the Hardness of Constrained Cooperative Multi-Agent Reinforcement Learning. ICLR (2024)
Zhiyuan Dang, Bin Gu, Cheng Deng, Heng Huang
Asynchronous Parallel Large-Scale Gaussian Process Regression. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Xin Jin, Qianqian Qiao, Yi Lu, Shan Gao, Heng Huang, Guangdong Li
Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories. CoRR (2024)
Liangxi Liu, Xi Jiang, Feng Zheng, Hong Chen, Guo-Jun Qi, Heng Huang, Ling Shao
A Bayesian Federated Learning Framework With Online Laplace Approximation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (1) (2024)
Haoteng Tang, Guixiang Ma, Lei Guo, Xiyao Fu, Heng Huang, Liang Zhan
Contrastive Brain Network Learning via Hierarchical Signed Graph Pooling Model. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Zhanluo Zhang, Zilong Zhuang, Wei Qin, Runzhi Tan, Chengliang Liu, Heng Huang
Systems thinking and time-independent solutions for integrated scheduling in automated container terminals. Adv. Eng. Informatics 62 (2024)
Zhou Zhai, Wanli Shi, Heng Huang, Yi Chang, Bin Gu
Learning Sampling Policy to Achieve Fewer Queries for Zeroth-Order Optimization. AISTATS (2024)
Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
On the Role of Server Momentum in Federated Learning. AAAI (2024)
Lichang Chen, Jiuhai Chen, Chenxi Liu, John Kirchenbauer, Davit Soselia, Chen Zhu, Tom Goldstein, Tianyi Zhou, Heng Huang
OPTune: Efficient Online Preference Tuning. CoRR (2024)
Heng Huang, Yinbao Jin, Wei Sun, Yang Gao, Peilun Sun, Wei Ding
Biomass Burning in Northeast China over Two Decades: Temporal Trends and Geographic Patterns. Remote. Sens. 16 (11) (2024)
Alireza Ganjdanesh, Shangqian Gao, Heng Huang
Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment. CoRR (2024)
Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold. AAAI (2024)
Chenkang Zhang, Heng Huang, Bin Gu
Tackle balancing constraints in semi-supervised ordinal regression. Mach. Learn. 113 (5) (2024)
Lichang Chen, Chen Zhu, Davit Soselia, Jiuhai Chen, Tianyi Zhou, Tom Goldstein, Heng Huang, Mohammad Shoeybi, Bryan Catanzaro
ODIN: Disentangled Reward Mitigates Hacking in RLHF. CoRR (2024)
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
AlpaGasus: Training a Better Alpaca with Fewer Data. ICLR (2024)
Wei Song, Xiliang Liu, Heng Huang, Yusong Wu, Zijian Tang, Jintao Wang, Fengjun Ma, Jingfeng Zhou, Milin Zhang
A Frequency-Division Transceiver for Long-Range Neural Signal Recording From Multiple Subjects. IEEE J. Solid State Circuits 59 (3) (2024)
Zhou Zhai, Heng Huang, Bin Gu
Kernel Path for Semisupervised Support Vector Machine. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Junyi Li, Feihu Huang, Heng Huang
FedDA: Faster Adaptive Gradient Methods for Federated Constrained Optimization. ICLR (2024)
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling. CoRR (2024)
Alireza Ganjdanesh, Reza Shirkavand, Shangqian Gao, Heng Huang
Not All Prompts Are Made Equal: Prompt-based Pruning of Text-to-Image Diffusion Models. CoRR (2024)
Taeuk Jang, Xiaoqian Wang, Heng Huang
Adversarial Fairness Network. AAAI (2024)
Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang
Unbiased Watermark for Large Language Models. ICLR (2024)
Ruibo Chen, Yihan Wu, Lichang Chen, Guodong Liu, Qi He, Tianyi Xiong, Chenxi Liu, Junfeng Guo, Heng Huang
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection. CoRR (2024)
Zhenyi Wang, Yan Li, Li Shen, Heng Huang
A Unified and General Framework for Continual Learning. CoRR (2024)
Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration. FPGA (2024)
Bojian Hou, Zixuan Wen, Jingxuan Bao, Richard Zhang, Boning Tong, Shu Yang, Junhao Wen, Yuhan Cui, Jason H. Moore, Andrew J. Saykin, Heng Huang, Paul M. Thompson, Marylyn D. Ritchie, Christos Davatzikos, Li Shen
Interpretable deep clustering survival machines for Alzheimer's disease subtype discovery. Medical Image Anal. 97 (2024)
Lichang Chen, Heng Huang, Minhao Cheng
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer. CoRR (2023)
Ruibo Chen, Tianyi Xiong, Yihan Wu, Guodong Liu, Zhengmian Hu, Lichang Chen, Yanshuo Chen, Chenxi Liu, Heng Huang
GPT-4 Vision on Medical Image Classification - A Case Study on COVID-19 Dataset. CoRR (2023)
Yimu Wang, Dinghuai Zhang, Yihan Wu, Heng Huang, Hongyang Zhang
Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets. CVPR (2023)
Xin Jin, Qianqian Qiao, Qiang Deng, Chaoen Xiao, Heng Huang, Hao Lou
Language Guidance Generation Using Aesthetic Attribute Comparison for Human Photography and AIGC. MCGE@MM (2023)
Xidong Wu, Zhengmian Hu, Heng Huang
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems. AAAI (2023)
Xiangyu Yin, Kai Huang, Erick Forno, Wei Chen, Heng Huang, Wei Gao
PTEase: Objective Airway Examination for Pulmonary Telemedicine using Commodity Smartphones. MobiSys (2023)
Zhou Zhai, Lei Luo, Heng Huang, Bin Gu
Faster Fair Machine via Transferring Fairness Constraints to Virtual Samples. AAAI (2023)
Reza Shirkavand, Fei Zhang, Heng Huang
Prediction of Post-Operative Renal and Pulmonary Complications Using Transformers. CoRR (2023)
Junyi Li, Feihu Huang, Heng Huang
FedDA: Faster Framework of Local Adaptive Gradient Methods via Restarted Dual Averaging. CoRR (2023)
Yihan Wu, Brandon Y. Feng, Heng Huang
Shielding the Unseen: Privacy Protection through Poisoning NeRF with Spatial Deformation. CoRR (2023)
Jiaxin Lei, Xiliang Liu, Wei Song, Heng Huang, Xiaoyan Ma, Junliang Wei, Milin Zhang
A 1.8Gb/s, 2.3pJ/bit, Crystal-Less IR-UWB Transmitter for Neural Implants. ISSCC (2023)
Yihan Wu, Zhengmian Hu, Hongyang Zhang, Heng Huang
DiPmark: A Stealthy, Efficient and Resilient Watermark for Large Language Models. CoRR (2023)
Bin Gu, Chenkang Zhang, Zhouyuan Huo, Heng Huang
A new large-scale learning algorithm for generalized additive models. Mach. Learn. 112 (9) (2023)
Junfeng Guo, Yiming Li, Lixu Wang, Shu-Tao Xia, Heng Huang, Cong Liu, Bo Li
Domain Watermark: Effective and Harmless Dataset Copyright Protection is Closed at Hand. NeurIPS (2023)
Shangqian Gao, Burak Uzkent, Yilin Shen, Heng Huang, Hongxia Jin
Learning to Jointly Share and Prune Weights for Grounding Based Vision and Language Models. ICLR (2023)
Xidong Wu, Zhengmian Hu, Jian Pei, Heng Huang
Serverless Federated AUPRC Optimization for Multi-Party Collaborative Imbalanced Data Mining. KDD (2023)
Wentao Bao, Lichang Chen, Heng Huang, Yu Kong
Prompting Language-Informed Distribution for Compositional Zero-Shot Learning. CoRR (2023)
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation. ICCV (2023)
Lixu Wang, Chenxi Liu, Junfeng Guo, Jiahua Dong, Xiao Wang, Heng Huang, Qi Zhu
Federated Continual Novel Class Learning. CoRR (2023)
Heng Huang, Xin Jin, Yaqi Liu, Hao Lou, Chaoen Xiao, Shuai Cui, Xinning Li, Dongqing Zou
Predicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels. CoRR (2023)
Jiexi Yan, Lei Luo, Cheng Deng, Heng Huang
Adaptive Hierarchical Similarity Metric Learning With Noisy Labels. IEEE Trans. Image Process. 32 (2023)
Dongnan Liu, Chaoyi Zhang, Yang Song, Heng Huang, Chenyu Wang, Michael Barnett, Tom Weidong Cai
Decompose to Adapt: Cross-Domain Object Detection Via Feature Disentanglement. IEEE Trans. Multim. 25 (2023)
Xidong Wu, Zhengmian Hu, Heng Huang
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems. CoRR (2023)
Haozhe Jia, Haoteng Tang, Guixiang Ma, Weidong Cai, Heng Huang, Liang Zhan, Yong Xia
A convolutional neural network with pixel-wise sparse graph reasoning for COVID-19 lesion segmentation in CT images. Comput. Biol. Medicine 155 (2023)
Kai Ye, Haoteng Tang, Siyuan Dai, Lei Guo, Johnny Yuehan Liu, Yalin Wang, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
Bidirectional Mapping with Contrastive Learning on Multimodal Neuroimaging Data. MICCAI (3) (2023)
Lichang Chen, Minhao Cheng, Heng Huang
Backdoor Learning on Sequence to Sequence Models. CoRR (2023)
Lichang Chen, Jiuhai Chen, Heng Huang, Minhao Cheng
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer. EMNLP (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang
Federated Conditional Stochastic Optimization. NeurIPS (2023)
Jiuhai Chen, Lichang Chen, Heng Huang, Tianyi Zhou
When do you need Chain-of-Thought Prompting for ChatGPT? CoRR (2023)
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
AlpaGasus: Training A Better Alpaca with Fewer Data. CoRR (2023)
Heng Huang, Deng Luo, Wei Song, Milin Zhang, Zhihua Wang, Guolin Li
A Compact 16-Channel Neural Signal Recorder with Wireless Power and Data Transmission. ISCAS (2023)
Yihan Wu, Heng Huang, Hongyang Zhang
A Law of Robustness beyond Isoperimetry. ICML (2023)
Jiexi Yan, Zhihui Yin, Erkun Yang, Yanhua Yang, Heng Huang
Learning with Diversity: Self-Expanded Equalization for Better Generalized Deep Metric Learning. ICCV (2023)
Zhengmian Hu, Heng Huang
Tighter Analysis for ProxSkip. ICML (2023)
Zixuan Wen, Jingxuan Bao, Shu Yang, Shannon L. Risacher, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Heng Huang, Yize Zhao, Li Shen
Identifying Shared Neuroanatomic Architecture Between Cognitive Traits Through Multiscale Morphometric Correlation Analysis. MTSAIL/LEAF/AI4Treat/MMMI/REMIA@MICCAI (2023)
Heng Huang, Jianfeng Guo, Kun Zhu, Biqi Peng
Flexible Mobility MADDPG Algorithm for UAV Swarm Unknown Region Searching. ICAICE (2023)
Haoteng Tang, Lei Guo, Xiyao Fu, Yalin Wang, Scott Mackin, Olusola Ajilore, Alex D. Leow, Paul M. Thompson, Heng Huang, Liang Zhan
Signed graph representation learning for functional-to-structural brain network mapping. Medical Image Anal. 83 (2023)
Zhenyi Wang, Enneng Yang, Li Shen, Heng Huang
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. CoRR (2023)
Jianhui Sun, Xidong Wu, Heng Huang, Aidong Zhang
On the Role of Server Momentum in Federated Learning. CoRR (2023)
Reza Shirkavand, Liang Zhan, Heng Huang, Li Shen, Paul M. Thompson
Incomplete Multimodal Learning for Complex Brain Disorders Prediction. CoRR (2023)
Wenhan Xian, Heng Huang
Finding Local Minima Efficiently in Decentralized Optimization. NeurIPS (2023)
Alireza Ganjdanesh, Shangqian Gao, Hirad Alipanah, Heng Huang
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold. CoRR (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
Solving a Class of Non-Convex Minimax Optimization in Federated Learning. CoRR (2023)
Yimu Wang, Dinghuai Zhang, Yihan Wu, Heng Huang, Hongyang Zhang
Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets. CoRR (2023)
Chuan He, Heng Huang, Zhaosong Lu
A Newton-CG based barrier-augmented Lagrangian method for general nonconvex conic optimization. CoRR (2023)
Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang
Solving a Class of Non-Convex Minimax Optimization in Federated Learning. NeurIPS (2023)
Shangqian Gao, Zeyu Zhang, Yanfu Zhang, Feihu Huang, Heng Huang
Structural Alignment for Network Pruning through Partial Regularization. ICCV (2023)
Zhengmian Hu, Heng Huang
Optimization and Bayes: A Trade-off for Overparameterized Neural Networks. NeurIPS (2023)
Reza Shirkavand, Heng Huang
Deep Prompt Tuning for Graph Transformers. CoRR (2023)
Junyi Li, Feihu Huang, Heng Huang
Communication-Efficient Federated Bilevel Optimization with Global and Local Lower Level Problems. NeurIPS (2023)
Lichang Chen, Jiuhai Chen, Tom Goldstein, Heng Huang, Tianyi Zhou
InstructZero: Efficient Instruction Optimization for Black-Box Large Language Models. CoRR (2023)
Junyi Li, Feihu Huang, Heng Huang
Communication-Efficient Federated Bilevel Optimization with Local and Global Lower Level Problems. CoRR (2023)
Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang
Unbiased Watermark for Large Language Models. CoRR (2023)
Maosen Li, Xurong Li, Kun Yu, Cheng Deng, Heng Huang, Feng Mao, Hui Xue, Minghao Li
Spatio-Temporal Catcher: A Self-Supervised Transformer for Deepfake Video Detection. ACM Multimedia (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Heng Huang