Haipeng Zhang
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Haipeng Zhangcomputer-science Degrees
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Machine Learning
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Artificial Intelligence
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Computer Science
Haipeng Zhang's Degrees
- PhD Computer Science University of California, Santa Cruz
- Masters Computer Science University of California, Santa Cruz
- Bachelors Computer Science University of Science and Technology of China
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Why Is Haipeng Zhang Influential?
(Suggest an Edit or Addition)Haipeng Zhang's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Neural Collaborative Filtering (2017) (3818)
- SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning (2016) (1346)
- Fast Matrix Factorization for Online Recommendation with Implicit Feedback (2016) (832)
- Attentive Collaborative Filtering: Multimedia Recommendation with Item- and Component-Level Attention (2017) (653)
- Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks (2017) (644)
- Auto-Encoding Scene Graphs for Image Captioning (2018) (484)
- Visual Translation Embedding Network for Visual Relation Detection (2017) (467)
- Video Captioning With Attention-Based LSTM and Semantic Consistency (2017) (450)
- Unbiased Scene Graph Generation From Biased Training (2020) (346)
- Attributed Social Network Embedding (2017) (319)
- Learning to Compose Dynamic Tree Structures for Visual Contexts (2018) (269)
- Discrete Collaborative Filtering (2016) (236)
- Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect (2020) (236)
- Video Question Answering via Gradually Refined Attention over Appearance and Motion (2017) (228)
- Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks (2017) (221)
- Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder (2018) (206)
- Counterfactual VQA: A Cause-Effect Look at Language Bias (2020) (185)
- Counterfactual Samples Synthesizing for Robust Visual Question Answering (2020) (183)
- Causal Intervention for Weakly-Supervised Semantic Segmentation (2020) (163)
- Learning Image and User Features for Recommendation in Social Networks (2015) (162)
- Grounding Referring Expressions in Images by Variational Context (2017) (161)
- Explainable and Explicit Visual Reasoning Over Scene Graphs (2018) (158)
- Feature Pyramid Transformer (2020) (143)
- Attribute-augmented semantic hierarchy: towards bridging semantic gap and intention gap in image retrieval (2013) (141)
- Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration (2020) (141)
- Learning to Assemble Neural Module Tree Networks for Visual Grounding (2018) (137)
- Visual Commonsense R-CNN (2020) (135)
- PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN (2017) (129)
- Micro Tells Macro: Predicting the Popularity of Micro-Videos via a Transductive Model (2016) (124)
- Counterfactual Critic Multi-Agent Training for Scene Graph Generation (2018) (119)
- Interventional Few-Shot Learning (2020) (117)
- Two Causal Principles for Improving Visual Dialog (2019) (104)
- Multimedia Summarization for Social Events in Microblog Stream (2015) (99)
- Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks (2018) (95)
- Learning from Collective Intelligence (2016) (95)
- Recursive Visual Attention in Visual Dialog (2018) (95)
- Video Visual Relation Detection (2017) (91)
- Enhancing Micro-video Understanding by Harnessing External Sounds (2017) (88)
- Counterfactual Zero-Shot and Open-Set Visual Recognition (2021) (88)
- Distilling Causal Effect of Data in Class-Incremental Learning (2021) (87)
- Context-Aware Visual Policy Network for Sequence-Level Image Captioning (2018) (86)
- Context-Aware Visual Policy Network for Fine-Grained Image Captioning (2019) (86)
- Start from Scratch: Towards Automatically Identifying, Modeling, and Naming Visual Attributes (2014) (77)
- Play and Rewind: Optimizing Binary Representations of Videos by Self-Supervised Temporal Hashing (2016) (73)
- More Grounded Image Captioning by Distilling Image-Text Matching Model (2020) (69)
- Deconfounded Image Captioning: A Causal Retrospect (2020) (68)
- Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features (2018) (68)
- Learning to Compose and Reason with Language Tree Structures for Visual Grounding (2019) (64)
- Multi-Level Policy and Reward-Based Deep Reinforcement Learning Framework for Image Captioning (2020) (60)
- Deep Aging Face Verification With Large Gaps (2016) (58)
- Learning to Guide Decoding for Image Captioning (2018) (57)
- Robust (Semi) Nonnegative Graph Embedding (2014) (55)
- Learning to Collocate Neural Modules for Image Captioning (2019) (55)
- Causal Attention for Vision-Language Tasks (2021) (54)
- Perception-Guided Multimodal Feature Fusion for Photo Aesthetics Assessment (2014) (52)
- Learning to Segment the Tail (2020) (51)
- Making History Matter: History-Advantage Sequence Training for Visual Dialog (2019) (49)
- More is Better: Precise and Detailed Image Captioning Using Online Positive Recall and Missing Concepts Mining (2019) (49)
- Detecting Group Activities With Multi-Camera Context (2013) (48)
- A novel hybrid model based on combined preprocessing method and advanced optimization algorithm for power load forecasting (2020) (45)
- Online Collaborative Learning for Open-Vocabulary Visual Classifiers (2016) (44)
- Visual Coding in a Semantic Hierarchy (2015) (38)
- Iterative Context-Aware Graph Inference for Visual Dialog (2020) (35)
- Deep Fusion of Multiple Semantic Cues for Complex Event Recognition (2016) (35)
- Fast Discrete Collaborative Multi-Modal Hashing for Large-Scale Multimedia Retrieval (2020) (35)
- Event Classification in Microblogs via Social Tracking (2017) (33)
- Attribute-Augmented Semantic Hierarchy: Towards a Unified Framework for Content-Based Image Retrieval (2014) (31)
- Improving Event Extraction via Multimodal Integration (2017) (31)
- Discrete Factorization Machines for Fast Feature-based Recommendation (2018) (31)
- One of a Kind: User Profiling by Social Curation (2014) (30)
- Enhancing Video Event Recognition Using Automatically Constructed Semantic-Visual Knowledge Base (2015) (30)
- Image Tagging with Social Assistance (2014) (29)
- Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding (2020) (29)
- Robust Non-negative Graph Embedding: Towards noisy data, unreliable graphs, and noisy labels (2012) (26)
- Multi-Level Policy and Reward Reinforcement Learning for Image Captioning (2018) (26)
- Attribute feedback (2012) (26)
- Deep Fusion of Multiple Semantic Cues for Complex Event Recognition. (2016) (25)
- Discrete Image Hashing Using Large Weakly Annotated Photo Collections (2016) (22)
- DeepChannel: Salience Estimation by Contrastive Learning for Extractive Document Summarization (2018) (21)
- "Click" Is Not Equal to "Like": Counterfactual Recommendation for Mitigating Clickbait Issue (2020) (20)
- Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions (2020) (20)
- Multi-view feature selection and classification for Alzheimer’s Disease diagnosis (2017) (20)
- Auto-Encoding and Distilling Scene Graphs for Image Captioning (2020) (18)
- Visual Commonsense Representation Learning via Causal Inference (2020) (18)
- VideoWhisper: Toward Discriminative Unsupervised Video Feature Learning With Attention-Based Recurrent Neural Networks (2017) (18)
- Question-Aware Tube-Switch Network for Video Question Answering (2019) (17)
- Learning Using Privileged Information for Food Recognition (2019) (16)
- Stochastic Dynamics for Video Infilling (2018) (16)
- Learning Features from Large-Scale, Noisy and Social Image-Tag Collection (2015) (16)
- Robust regression based face recognition with fast outlier removal (2016) (15)
- Self-Adaptive Neural Module Transformer for Visual Question Answering (2021) (15)
- Occlusion-Aware GAN for Face De-Occlusion in the Wild (2020) (14)
- Sill-Net: Feature Augmentation with Separated Illumination Representation (2021) (14)
- KQA Pro: A Large Diagnostic Dataset for Complex Question Answering over Knowledge Base (2020) (14)
- L2, p-norm and sample constraint based feature selection and classification for AD diagnosis (2016) (14)
- Hierarchical Scene Graph Encoder-Decoder for Image Paragraph Captioning (2020) (13)
- Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions (2019) (13)
- Large Scale of E-learning Resources Clustering with Parallel Affinity Propagation (2008) (13)
- Single-shot Semantic Image Inpainting with Densely Connected Generative Networks (2019) (12)
- Learning content–social influential features for influence analysis (2016) (12)
- Efficient preamble design and digital signal processing in upstream burst-mode detection of 100G TDM coherent-PON (2020) (12)
- I Know What You Want to Express: Sentence Element Inference by Incorporating External Knowledge Base (2017) (12)
- Learning to Imagine: Integrating Counterfactual Thinking in Neural Discrete Reasoning (2022) (11)
- General Partial Label Learning via Dual Bipartite Graph Autoencoder (2020) (10)
- Filtering : Multimedia Recommendation with Item-and Component-Level A ention (2017) (9)
- Deep Semantic Indexing Using Convolutional Localization Network with Region-Based Visual Attention for Image Database (2017) (8)
- Robust Optimal Allocation of Decentralized Reactive Power Compensation in Three-Phase Four-Wire Low-Voltage Distribution Networks Considering the Uncertainty of Photovoltaic Generation (2019) (8)
- Making History Matter: Gold-Critic Sequence Training for Visual Dialog (2019) (8)
- Object trajectory proposal (2017) (8)
- Ensemble power load forecasting based on competitive-inhibition selection strategy and deep learning (2022) (7)
- Deep Learning Generic Features for Cross-Media Retrieval (2016) (7)
- Referring Expression Grounding by Marginalizing Scene Graph Likelihood (2019) (7)
- WAEAS: An optimization scheme of EAS scheduler for wearable applications (2021) (7)
- A data mining method based on unsupervised learning and spatiotemporal analysis for sheath current monitoring (2019) (6)
- PR‐NET: Progressively‐refined neural network for image manipulation localization (2022) (6)
- Visual query attributes suggestion (2012) (6)
- Discriminative Style Learning for Cross-Domain Image Captioning (2022) (6)
- Low-Voltage Distribution Grid Topology Identification With Latent Tree Model (2022) (5)
- Explainability by Parsing: Neural Module Tree Networks for Natural Language Visual Grounding (2018) (5)
- Multi-view Semi-supervised Learning for Web Image Annotation (2015) (5)
- Joint Visual Grounding with Language Scene Graphs (2019) (5)
- A deep-learning wind speed interval forecasting architecture based on modified scaling approach with feature ranking and two-output gated recurrent unit (2022) (4)
- Mental Visual Browsing (2016) (4)
- Attribute feedback (2012) (4)
- Matryoshka Peek: Toward Learning Fine-Grained, Robust, Discriminative Features for Product Search (2017) (3)
- Hashing with Inductive Supervised Learning (2015) (3)
- The Clustering of Large Scale E-Learning Resources (2010) (3)
- Binary representation learning in computer vision (2016) (3)
- Learning to Embed Sentences Using Attentive Recursive Trees (2018) (2)
- Saliency meets spatial quantization: A practical framework for large scale product search (2016) (2)
- Web image interpretation: semi-supervised mining annotated words (2009) (2)
- Venue Prediction for Social Images by Exploiting Rich Temporal Patterns in LBSNs (2018) (2)
- Auto-Encoding Graphical Inductive Bias for Descriptive Image Captioning (2018) (2)
- VIDEOWHISPER: Towards unsupervised learning of discriminative features of videos with RNN (2017) (2)
- Design and implementation of software consistency detection system based on Netty framework (2016) (2)
- Intelligent Burst Receiving Control in 100G Coherent PON with 4×25G TFDM Upstream Transmission (2022) (2)
- Extracting Generic Features of Artistic Style via Deep Convolutional Neural Network (2017) (2)
- An Intention-Aware Interactive System for Mobile Video Browsing (2016) (1)
- An innovative combined model based on multi-objective optimization approach for forecasting short-term wind speed: A case study in China (2022) (1)
- Exploration of combined physical activity and music for patients with Alzheimer’s disease: A systematic review (2022) (1)
- To the editor on “The effectiveness of Kinesio Taping® for mobility and functioning improvement in knee osteoarthritis: A randomized, double-blind, controlled trial.” (2022) (1)
- Stochastic Video Long-term Interpolation (2018) (1)
- THE EXPERIMENTAL STUDY OF SELF-PUMPED PHASE CONJUGATOR WITH RING CAVITY IN A PHOTOREFRACTIVE CRYSTAL (1992) (1)
- RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval (2022) (1)
- DMotion: Robotic Visuomotor Control with Unsupervised Forward Model Learned from Videos (2021) (1)
- Edge Wavelength Selective Switch for Optical Access Networks (2022) (1)
- A Knowledge Graph Based Framework in Relationship Modelling and Real-time Monitoring of Market Participants (2020) (1)
- Material for “ Auto-Encoding Scene Graphs for Image Captioning ” (2019) (1)
- Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning (2022) (1)
- Remote Sensing Image Registration Based on Local Affine Constraint With Circle Descriptor (2022) (1)
- Image interpretation: mining the visible and syntactic correlation of annotated words (2009) (1)
- How fast can Evangelion run? Application of aerodynamics and scaling laws to the Super Robot (2020) (1)
- Mental Visual Indexing: Towards Fast Video Browsing (2016) (1)
- Coherent Optics for Access from P2P to P2MP (2022) (1)
- Erratum to: Multi-view feature selection and classification for Alzheimer’s Disease Diagnosis (2016) (0)
- The relationship between ethylene oxide levels in hemoglobin and the prevalence of kidney stones in US adults: an exposure–response analysis from NHANES 2013–2016 (2022) (0)
- Coherent optics for access from P2P to P2MP [Invited] (2023) (0)
- Recommendation Technologies for Multimedia Content (2018) (0)
- Learning from Collective Intelligence : Weakly-Supervised Feature Learning Using Largely Social Images and Tags (2016) (0)
- Two Causal Principles for Improving Visual Dialog: Visual Dialog Challenge 2019 Winner Report (2019) (0)
- Multi-view feature selection and classification for Alzheimer’s Disease diagnosis (2016) (0)
- Editorial Note: Large-scale Heterogeneous Multimedia Data Computing and Understanding (2018) (0)
- Recursive Grounding Pruning Input Language the skis of the man in the red jacket skis of man in red jacket RvG-Tree Constructor (2019) (0)
- A Composite of Heterogeneous Sources Recommenders (CHR) (2020) (0)
- Research of a combination system based on fuzzy sets and multi-objective marine predator algorithm for point and interval prediction of wind speed (2022) (0)
- Adaptively Clustering Neighbor Elements for Image Captioning (2023) (0)
- supp1-3121705.pdf (0)
- A Non-contact Active Sensor for Detecting or Monitoring Electricity Transmission State of High Voltage AC Power Grid (2022) (0)
- Learning content–social influential features for influence analysis (2016) (0)
- Learning Trajectory-Word Alignments for Video-Language Tasks (2023) (0)
- Prognostic value of glucose to lymphocyte ratio for patients with renal cell carcinoma undergoing laparoscopic nephrectomy: A multi-institutional, propensity score matching cohort study (2022) (0)
- Erratum to: Multi-view feature selection and classification for Alzheimer’s Disease Diagnosis (2017) (0)
- Learning to Double-Check Model Prediction From a Causal Perspective. (2023) (0)
- Modelling and Optimizing for Distributed Systems with limited Resource Migration Capacity (2020) (0)
- Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022 (2022) (0)
- Distributed Photovoltaic Installation Admittance Optimization: An End to End Approach (2023) (0)
- Research on the Design of UAV Relay Charging High-rise Platform for Electrical Equipment Live Detection in Substation (2023) (0)
- Sleep in amyotrophic lateral sclerosis: A systematic review and meta-analysis of polysomnographic findings (2023) (0)
- Recursive Visual Attention Algorithm 1 Recursive Visual Attention (0)
- Embedding Network for Visual Relation Detection (2017) (0)
- Supplementary Material for “Unbiased Scene Graph Generation from Biased Training” (2020) (0)
- Introduction to the Special Issue on Fine-grained Visual Computing (2021) (0)
- Comment on: Effect of music therapy on improving sleep quality in older adults a systematic review and meta‐analysis (2022) (0)
- Report from the SIGMM Emerging Leaders Symposium 2018 (2019) (0)
- Risk-Aware Objective-Based Forecasting in Inertia Management (2023) (0)
- Editorial Note: Machine Learning for Multimodal Data Understanding (2018) (0)
- Objects, Relationships, and Context in Visual Data (2018) (0)
- EEG-based Assessment of Human Endurance: Association between Endurance and Brain-wave Activity (2022) (0)
- Mutually Protected Coherent P2MP Networks Enabled by Frequency Comb and Injection Locking (2023) (0)
- For Peer Review O nly (2017) (0)
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What Schools Are Affiliated With Haipeng Zhang?
Haipeng Zhang is affiliated with the following schools:
