Zhi-Hong Deng

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 82

Top Venues

Publications

Haiteng Zhao, Chang Ma, Guoyin Wang, Jing Su, Lingpeng Kong, Jingjing Xu, Zhi-Hong Deng, Hongxia Yang
Empowering Large Language Model Agents through Action Learning. CoRR (2024)
Shibo Jie, Yehui Tang, Ning Ding, Zhi-Hong Deng, Kai Han, Yunhe Wang
Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning. CoRR (2024)
Shibo Jie, Zhi-Hong Deng
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer. AAAI (2023)
Ziheng Li, Shibo Jie, Zhi-Hong Deng
Detachedly Learn a Classifier for Class-Incremental Learning. CoRR (2023)
Huiyu Mai, Wenhao Jiang, Zhi-Hong Deng
Prefix-Tuning Based Unsupervised Text Style Transfer. EMNLP (Findings) (2023)
Shibo Jie, Haoqing Wang, Zhi-Hong Deng
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy. CoRR (2023)
Shibo Jie, Haoqing Wang, Zhi-Hong Deng
Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy. ICCV (2023)
Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. CoRR (2023)
Haoqing Wang, Huiyu Mai, Yuhang Gong, Zhi-Hong Deng
Towards well-generalizing meta-learning via adversarial task augmentation. Artif. Intell. 317 (2023)
Ziheng Li, Shaohan Huang, Zihan Zhang, Zhi-Hong Deng, Qiang Lou, Haizhen Huang, Jian Jiao, Furu Wei, Weiwei Deng, Qi Zhang
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding. ACL (1) (2023)
Haiteng Zhao, Shengchao Liu, Chang Ma, Hannan Xu, Jie Fu, Zhi-Hong Deng, Lingpeng Kong, Qi Liu
GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning. CoRR (2023)
Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
Are More Layers Beneficial to Graph Transformers? ICLR (2023)
Haoqing Wang, Yehui Tang, Yunhe Wang, Jianyuan Guo, Zhi-Hong Deng, Kai Han
Masked Image Modeling with Local Multi-Scale Reconstruction. CVPR (2023)
Haiteng Zhao, Shuming Ma, Dongdong Zhang, Zhi-Hong Deng, Furu Wei
Are More Layers Beneficial to Graph Transformers? CoRR (2023)
Haoqing Wang, Yehui Tang, Yunhe Wang, Jianyuan Guo, Zhi-Hong Deng, Kai Han
Masked Image Modeling with Local Multi-Scale Reconstruction. CoRR (2023)
Zhi-Hong Deng, Chang-Dong Wang, Ling Huang, Jian-Huang Lai, Philip S. Yu
SR: Global Graph Guided Session-Based Recommendation. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu
Rethinking Minimal Sufficient Representation in Contrastive Learning. CoRR (2022)
Haiteng Zhao, Chang Ma, Qinyu Chen, Zhi-Hong Deng
Domain Adaptation via Maximizing Surrogate Mutual Information. IJCAI (2022)
Chenjia Bai, Lingxiao Wang, Zhuoran Yang, Zhi-Hong Deng, Animesh Garg, Peng Liu, Zhaoran Wang
Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning. ICLR (2022)
Shibo Jie, Zhi-Hong Deng
Convolutional Bypasses Are Better Vision Transformer Adapters. CoRR (2022)
Haoqing Wang, Xun Guo, Zhi-Hong Deng, Yan Lu
Rethinking Minimal Sufficient Representation in Contrastive Learning. CVPR (2022)
Gehui Shen, Shibo Jie, Ziheng Li, Zhi-Hong Deng
Bypassing Logits Bias in Online Class-Incremental Learning with a Generative Framework. CoRR (2022)
Shibo Jie, Zhi-Hong Deng
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer. CoRR (2022)
Zhi-Hong Deng, Chang-Dong Wang, Ling Huang, Jian-Huang Lai, Philip S. Yu
SR: Global Graph Guided Session-based Recommendation. CoRR (2022)
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
Certified Robustness Against Natural Language Attacks by Causal Intervention. ICML (2022)
Shibo Jie, Zhi-Hong Deng, Ziheng Li
Alleviating Representational Shift for Continual Fine-tuning. CVPR Workshops (2022)
Haiteng Zhao, Chang Ma, Xinshuai Dong, Anh Tuan Luu, Zhi-Hong Deng, Hanwang Zhang
Certified Robustness Against Natural Language Attacks by Causal Intervention. CoRR (2022)
Shibo Jie, Zhi-Hong Deng, Ziheng Li
Alleviating Representational Shift for Continual Fine-tuning. CoRR (2022)
Haoqing Wang, Zhi-Hong Deng
Contrastive Prototypical Network with Wasserstein Confidence Penalty. ECCV (19) (2022)
Gehui Shen, Song Zhang, Xiang Chen, Zhi-Hong Deng
Generative Feature Replay with Orthogonal Weight Modification for Continual Learning. IJCNN (2021)
Zi-Yuan Hu, Jin Huang, Zhi-Hong Deng, Chang-Dong Wang, Ling Huang, Jian-Huang Lai, Philip S. Yu
BCFNet: A Balanced Collaborative Filtering Network with Attention Mechanism. CoRR (2021)
Yongfei Yan, Gehui Shen, Song Zhang, Ting Huang, Zhi-Hong Deng, Unil Yun
Sequence generative adversarial nets with a conditional discriminator. Neurocomputing 429 (2021)
Haoqing Wang, Huiyu Mai, Zhi-Hong Deng, Chao Yang, Luxia Zhang, Huai-yu Wang
Distributed representations of diseases based on co-occurrence relationship. Expert Syst. Appl. 183 (2021)
Haoqing Wang, Zhi-Hong Deng
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation. IJCAI (2021)
Xi Chen, Song Zhang, Gehui Shen, Zhi-Hong Deng, Unil Yun
Towards unsupervised text multi-style transfer with parameter-sharing scheme. Neurocomputing 426 (2021)
Haoqing Wang, Zhi-Hong Deng
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation. CoRR (2021)
Yoonji Baek, Unil Yun, Heonho Kim, Jongseong Kim, Bay Vo, Tin C. Truong, Zhi-Hong Deng
Approximate high utility itemset mining in noisy environments. Knowl. Based Syst. 212 (2021)
Gehui Shen, Xi Chen, Zhi-Hong Deng
Variational Learning of Bayesian Neural Networks via Bayesian Dark Knowledge. IJCAI (2020)
Ting Huang, Zhi-Hong Deng, Gehui Shen, Xi Chen
A Window-Based Self-Attention approach for sentence encoding. Neurocomputing 375 (2020)
Gehui Shen, Zhi-Hong Deng, Ting Huang, Xi Chen
Learning to compose over tree structures via POS tags for sentence representation. Expert Syst. Appl. 141 (2020)
Hyoju Nam, Unil Yun, Bay Vo, Tin C. Truong, Zhi-Hong Deng, Eunchul Yoon
Efficient Approach for Damped Window-Based High Utility Pattern Mining With List Structure. IEEE Access 8 (2020)
Zhi-Hong Deng
Mining high occupancy itemsets. Future Gener. Comput. Syst. 102 (2020)
Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng
Dynamically Pruned Message Passing Networks for Large-scale Knowledge Graph Reasoning. ICLR (2020)
Haoqing Wang, Zhi-Hong Deng
Few-shot Learning with LSSVM Base Learner and Transductive Modules. CoRR (2020)
Gehui Shen, Song Zhang, Xiang Chen, Zhi-Hong Deng
Generative Feature Replay with Orthogonal Weight Modification for Continual Learning. CoRR (2020)
Song Zhang, Gehui Shen, Zhi-Hong Deng
Self-Supervised Learning Aided Class-Incremental Lifelong Learning. CoRR (2020)
Ting Huang, Gehui Shen, Zhi-Hong Deng
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. IJCAI (2019)
Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, Jian Tang
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space. ICLR (Poster) (2019)
Zhiqing Sun, Zhuohan Li, Haoqing Wang, Di He, Zi Lin, Zhi-Hong Deng
Fast Structured Decoding for Sequence Models. NeurIPS (2019)
Chang-Dong Wang, Zhi-Hong Deng, Jian-Huang Lai, Philip S. Yu
Serendipitous Recommendation in E-Commerce Using Innovator-Based Collaborative Filtering. IEEE Trans. Cybern. 49 (7) (2019)
Xiaoran Xu, Wei Feng, Zhiqing Sun, Zhi-Hong Deng
Neural Consciousness Flow. CoRR (2019)
Zhi-Hong Deng
Beyond the Inverted Index. CoRR (2019)
Ting Huang, Gehui Shen, Zhi-Hong Deng
Leap-LSTM: Enhancing Long Short-Term Memory for Text Categorization. CoRR (2019)
Zhiqing Sun, Zhuohan Li, Haoqing Wang, Zi Lin, Di He, Zhi-Hong Deng
Fast Structured Decoding for Sequence Models. CoRR (2019)
Zhiqing Sun, Zhi-Hong Deng, Jian-Yun Nie, Jian Tang
RotatE: Knowledge Graph Embedding by Relational Rotation in Complex Space. CoRR (2019)
Zhiqing Sun, Jian Tang, Pan Du, Zhi-Hong Deng, Jian-Yun Nie
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases. SIGIR (2019)
Zhi-Hong Deng, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System. AAAI (2019)
Zhiqing Sun, Jian Tang, Pan Du, Zhi-Hong Deng, Jian-Yun Nie
DivGraphPointer: A Graph Pointer Network for Extracting Diverse Keyphrases. CoRR (2019)
Zhi-Hong Deng, Ling Huang, Chang-Dong Wang, Jian-Huang Lai, Philip S. Yu
DeepCF: A Unified Framework of Representation Learning and Matching Function Learning in Recommender System. CoRR (2019)
Xiaoran Xu, Wei Feng, Yunsheng Jiang, Xiaohui Xie, Zhiqing Sun, Zhi-Hong Deng
Dynamically Pruned Message Passing Networks for Large-Scale Knowledge Graph Reasoning. CoRR (2019)
Zhiqing Sun, Zhi-Hong Deng
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling. EMNLP (2018)
Meng Zou, Junyang Li, Gehui Shen, Zhi-Hong Deng
TIER: A Novel Model Based on POS Information to Generate Dialogue. CCIS (2018)
Zhiqing Sun, Zhi-Hong Deng
Unsupervised Neural Word Segmentation for Chinese via Segmental Language Modeling. CoRR (2018)
Zhi-Hong Deng
An efficient structure for fast mining high utility itemsets. Appl. Intell. 48 (9) (2018)
Xi Chen, Zhi-Hong Deng, Gehui Shen, Ting Huang
A Novel Framework for Recurrent Neural Networks with Enhancing Information Processing and Transmission between Units. CoRR (2018)
Meng Zou, Xihan Li, Haokun Liu, Zhi-Hong Deng
MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation. COLING (2018)
Gehui Shen, Zhi-Hong Deng, Ting Huang, Xi Chen
Learning to Compose over Tree Structures via POS Tags. CoRR (2018)
Zhiqing Sun, Gehui Shen, Zhi-Hong Deng
A Gap-Based Framework for Chinese Word Segmentation via Very Deep Convolutional Networks. CoRR (2017)
Bay Vo, Sang Pham, Tuong Le, Zhi-Hong Deng
A novel approach for mining maximal frequent patterns. Expert Syst. Appl. 73 (2017)
Hairong Wang, Zhi-Hong Deng, Bo Feng, Hongbin Ma, Yuanqing Xia
An adaptive Kalman filter estimating process noise covariance. Neurocomputing 223 (2017)
Gehui Shen, Yunlun Yang, Zhi-Hong Deng
Inter-Weighted Alignment Network for Sentence Pair Modeling. EMNLP (2017)
Tung Kieu, Bay Vo, Tuong Le, Zhi-Hong Deng, Bac Le
Mining top-k co-occurrence items with sequential pattern. Expert Syst. Appl. 85 (2017)
Zhi-Hong Deng, Mu Sun, Bo Wang, Mengyin Fu
Analysis and Calibration of the Nonorthogonal Angle in Dual-Axis Rotational INS. IEEE Trans. Ind. Electron. 64 (6) (2017)
Liang-Chen Wei, Zhi-Hong Deng
A Variational Autoencoding Approach for Inducing Cross-lingual Word Embeddings. IJCAI (2017)
Zhi-Hong Deng
DiffNodesets: An efficient structure for fast mining frequent itemsets. Appl. Soft Comput. 41 (2016)
Jianyu Shang, Zhi-Hong Deng, Mengyin Fu, Shunting Wang
A High-Spin Rate Measurement Method for Projectiles Using a Magnetoresistive Sensor Based on Time-Frequency Domain Analysis. Sensors 16 (6) (2016)
Yunlun Yang, Yunhai Tong, Shulei Ma, Zhi-Hong Deng
A Position Encoding Convolutional Neural Network Based on Dependency Tree for Relation Classification. EMNLP (2016)
Haomiao Zhou, Zhi-Hong Deng, Yuanqing Xia, Mengyin Fu
Update with out-of-sequence measurements. Neurocomputing 214 (2016)
Shulei Ma, Zhi-Hong Deng, Yunlun Yang
An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model. COLING (2016)
Zhi-Hong Deng, Hongliang Yu, Yunlun Yang
Identifying Sentiment Words Using an Optimization Model with L1 Regularization. AAAI (2016)
Haomiao Zhou, Zhi-Hong Deng, Yuanqing Xia, Mengyin Fu
A new sampling method in particle filter based on Pearson correlation coefficient. Neurocomputing 216 (2016)
Zhi-Hong Deng, Xiaoran Xu
A novel probabilistic clustering model for heterogeneous networks. Mach. Learn. 104 (1) (2016)
Zhi-Hong Deng, Sheng-Long Lv
: An efficient N-lists-based algorithm for mining frequent itemsets via Children-Parent Equivalence pruning. Expert Syst. Appl. 42 (13) (2015)
Kun-Hu Luo, Zhi-Hong Deng, Hongliang Yu, Shiyingxue Li
Automatic Identification and Recognition of Sentiment Words Using an Optimization-Based Model with Propagation. Int. J. Intell. Syst. 30 (5) (2015)
Bo Wang, Qian Ren, Zhi-Hong Deng, Mengyin Fu
A Self-Calibration Method for Nonorthogonal Angles Between Gimbals of Rotational Inertial Navigation System. IEEE Trans. Ind. Electron. 62 (4) (2015)
He Liu, Hongliang Yu, Zhi-Hong Deng
Multi-Document Summarization Based on Two-Level Sparse Representation Model. AAAI (2015)
Zhi-Hong Deng
Mining Top-K Co-Occurrence Items. CoRR (2015)
Zhen Lin, Mengyin Fu, Zhi-Hong Deng, Ning Liu, Hong Liu
Frequency Split Elimination Method for a Solid-State Vibratory Angular Rate Gyro with an Imperfect Axisymmetric-Shell Resonator. Sensors 15 (2) (2015)
Xiong Zhang, Zhi-Hong Deng
Mining summarization of high utility itemsets. Knowl. Based Syst. 84 (2015)
Xi Chen, Haokun Liu, Zhi-Hong Deng, Yunlun Yang
Retrieving Relevant and Diverse Image from Social Media Images. MediaEval (2015)
Zhi-Hong Deng
DiffNodesets: An Efficient Structure for Fast Mining Frequent Itemsets. CoRR (2015)
Zhi-Hong Deng, Kun-Hu Luo
CLE_LMNN: A novel framework of LMNN based on clustering labeled examples. Expert Syst. Appl. 42 (14) (2015)
Haomiao Zhou, Zhi-Hong Deng, Yuanqing Xia, Mengyin Fu
Optimal linear estimation with square-based sampling. Inf. Sci. 298 (2015)
Weiwei Liu, Zhi-Hong Deng, Longbing Cao, Xiaoran Xu, He Liu, Xiuwen Gong
Mining Top K Spread Sources for a Specific Topic and a Given Node. IEEE Trans. Cybern. 45 (11) (2015)
Zhi-Hong Deng, Hongliang Yu, Yunlun Yang
Image Tagging via Cross-Modal Semantic Mapping. ACM Multimedia (2015)
Zhi-Hong Deng, Shulei Ma, He Liu
An Efficient Data Structure for Fast Mining High Utility Itemsets. CoRR (2015)
Weiwei Liu, Zhi-Hong Deng, Xiuwen Gong, Frank Jiang, Ivor W. Tsang
Effectively Predicting Whether and When a Topic Will Become Prevalent in a Social Network. AAAI (2015)
Kun-Hu Luo, Zhi-Hong Deng, Hongliang Yu, Liang-Chen Wei
JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis. EMNLP (2015)
Ning Gao, Zhi-Hong Deng, ShengLong Lü
XDist: an effective XML keyword search system with re-ranking model based on keyword distribution. Sci. China Inf. Sci. 57 (5) (2014)
Hongliang Yu, Zhi-Hong Deng, Yunlun Yang, Tao Xiong
A Joint Optimization Model for Image Summarization Based on Image Content and Tags. AAAI (2014)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhi-Hong Deng