← Authors

Shih-fu Chang

110 papers · 2012–2025 · 14 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (137) 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (13) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (14) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (35) 🀝 Dynamic Duo (27) πŸ† Grand Slam πŸ‘₯ Mega-Team (34) 🌱 Topic Pioneer πŸ”¬ Deep Specialist (24) 🧬 Topic Evolution πŸ† Keyword Champion (3) ❓ The Questioner (3) πŸ’Ž Century Club (110) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable (14) πŸ—ƒοΈ Keyword Collector (425) ⚑ Prolific Year (5)

Conferences

CVPR (35) EMNLP (14) ACL (11) ECCV (10) ICCV (8) AAAI (7) NIPS (7) NAACL (6) ICLR (4) ICML (2) IJCNLP (2) JMLR (2) IJCAI (1) WACV (1)

Top co-authors

Heng Ji (27) Xudong Lin (24) Manling Li (14) Haoxuan You (12) Alireza Zareian (12) Guangxing Han (11) Jiawei Ma (11) Long Chen (11) Zhecan Wang (11) Shiyuan Huang (10)

Keywords

multimodal learning (21) video understanding (10) zero-shot learning (9) few-shot learning (9) self-supervised learning (8) weakly supervised learning (8) object detection (7) representation learning (6) event extraction (6) contrastive learning (6) knowledge graph (6) visual grounding (5) vision-language model (5) video captioning (5) visual question answering (5) relation extraction (4) metric learning (4) image retrieval (4) action recognition (4) image captioning (4)

Papers

M2-TabFact: Multi-Document Multi-Modal Fact Verification with Visual and Textual Representations of Tabular Data ACL 2025
PuzzleGPT: Emulating Human Puzzle-Solving Ability for Time and Location Prediction NAACL 2025
What When and Where? Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions CVPR 2024
RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos ECCV 2024
MoDE: CLIP Data Experts via Clustering CVPR 2024
JourneyBench: A Challenging One-Stop Vision-Language Understanding Benchmark of Generated Images NIPS 2024
Personalized Video Comment Generation EMNLP 2024
Ferret: Refer and Ground Anything Anywhere at Any Granularity ICLR 2024
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos ICLR 2024
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities AAAI 2024
Training-free Deep Concept Injection Enables Language Models for Video Question Answering EMNLP 2024
VIEWS: Entity-Aware News Video Captioning EMNLP 2024
Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning ACL 2024
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ACL 2023
Learning from Children: Improving Image-Caption Pretraining via Curriculum ACL 2023
Towards Fast Adaptation of Pretrained Contrastive Models for Multi-Channel Video-Language Retrieval CVPR 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond EMNLP 2023
TempCLR: Temporal Alignment Representation with Contrastive Learning ICLR 2023
PreViTS: Contrastive Pretraining With Video Tracking Supervision WACV 2023
Supervised Masked Knowledge Distillation for Few-Shot Transformers CVPR 2023
Non-Sequential Graph Script Induction via Multimedia Grounding ACL 2023
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ACL 2023
Video Event Extraction via Tracking Visual States of Arguments AAAI 2023
Fine-Grained Visual Entailment ECCV 2022
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners NIPS 2022
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding AAAI 2022
Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks ACL 2022
Task-Adaptive Negative Envision for Few-Shot Open-Set Recognition CVPR 2022
Learning To Recognize Procedural Activities With Distant Supervision CVPR 2022
Few-Shot Object Detection With Fully Cross-Transformer CVPR 2022
CLIP-Event: Connecting Text and Images With Event Structures CVPR 2022
Few-Shot End-to-End Object Detection via Constantly Concentrated Encoding across Heads ECCV 2022
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training ECCV 2022
Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense EMNLP 2022
Weakly-Supervised Temporal Article Grounding EMNLP 2022
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding EMNLP 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios NAACL 2022
Multimodal Clustering Networks for Self-Supervised Learning From Unlabeled Videos ICCV 2021
Partner-Assisted Learning for Few-Shot Image Classification ICCV 2021
Query Adaptive Few-Shot Object Detection With Heterogeneous Graph Convolutional Networks ICCV 2021
Coreference by Appearance: Visually Grounded Event Coreference Resolution EMNLP 2021
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System NAACL 2021
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding AAAI 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ACL 2021
Open-Vocabulary Object Detection Using Captions CVPR 2021
Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs CVPR 2021
Co-Grounding Networks With Semantic Attention for Referring Expression Comprehension in Videos CVPR 2021
InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection IJCNLP 2021
COVID-19 Literature Knowledge Graph Construction and Drug Repurposing Report Generation NAACL 2021
Unsupervised Vision-and-Language Pre-training Without Parallel Images and Captions NAACL 2021
Uncertainty-Aware Few-Shot Image Classification IJCAI 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text NIPS 2021
Joint Multimedia Event Extraction from Video and Article EMNLP 2021
Weakly Supervised Visual Semantic Parsing CVPR 2020
GAIA: A Fine-grained Multimedia Knowledge Extraction System ACL 2020
General Partial Label Learning via Dual Bipartite Graph Autoencoder AAAI 2020
Context-Gated Convolution ECCV 2020
Bridging Knowledge Graphs to Generate Scene Graphs ECCV 2020
Learning Visual Commonsense for Robust Scene Graph Generation ECCV 2020
Learning to Learn Words from Visual Scenes ECCV 2020
Cross-media Structured Common Space for Multimedia Event Extraction ACL 2020
Multi-Level Multimodal Common Semantic Space for Image-Phrase Grounding CVPR 2019
DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition CVPR 2019
Multi-Granularity Generator for Temporal Action Proposal CVPR 2019
Unsupervised Embedding Learning via Invariant and Spreading Instance Feature CVPR 2019
Cross-lingual Structure Transfer for Relation and Event Extraction IJCNLP 2019
Counterfactual Critic Multi-Agent Training for Scene Graph Generation ICCV 2019
Cross-lingual Structure Transfer for Relation and Event Extraction EMNLP 2019
Zero-Shot Visual Recognition Using Semantics-Preserving Adversarial Embedding Networks CVPR 2018
Grounding Referring Expressions in Images by Variational Context CVPR 2018
On Binary Embedding using Circulant Matrices JMLR 2018
Online Detection of Action Start in Untrimmed, Streaming Videos ECCV 2018
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos ECCV 2018
Incorporating Background Knowledge into Video Description Generation EMNLP 2018
Entity-aware Image Caption Generation EMNLP 2018
Skip RNN: Learning to Skip State Updates in Recurrent Neural Networks ICLR 2018
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks NIPS 2018
CDC: Convolutional-De-Convolutional Networks for Precise Temporal Action Localization in Untrimmed Videos CVPR 2017
Visual Translation Embedding Network for Visual Relation Detection CVPR 2017
PPR-FCN: Weakly Supervised Visual Relation Detection via Parallel Pairwise R-FCN ICCV 2017
Learning Spread-Out Local Feature Descriptors ICCV 2017
Learning Discriminative and Transformation Covariant Local Feature Detectors CVPR 2017
A Multi-media Approach to Cross-lingual Entity Knowledge Transfer ACL 2016
Cross-media Event Extraction and Recommendation NAACL 2016
Temporal Action Localization in Untrimmed Videos via Multi-Stage CNNs CVPR 2016
Interactive Segmentation on RGBD Images via Cue Selection CVPR 2016
Cross-document Event Coreference Resolution based on Cross-media Features EMNLP 2015
Attributes and Categories for Generic Instance Search From One Example CVPR 2015
New Insights Into Laplacian Similarity Search CVPR 2015
Discrete Graph Hashing NIPS 2014
Circulant Binary Embedding ICML 2014
Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification CVPR 2014
Locally Linear Hashing for Extracting Non-Linear Manifolds CVPR 2014
Video Event Detection by Inferring Temporal Instance Labels CVPR 2014
Robust Object Co-detection CVPR 2013
Sample-Specific Late Fusion for Visual Category Recognition CVPR 2013
Designing Category-Level Attributes for Discriminative Visual Recognition CVPR 2013
\proptoSVM for Learning with Label Proportions ICML 2013
Semi-Supervised Learning Using Greedy Max-Cut JMLR 2013
A Bayesian Approach to Multimodal Visual Dictionary Learning CVPR 2013
Analyzing the Harmonic Structure in Graph-Based Learning NIPS 2013
Distributed Low-Rank Subspace Segmentation ICCV 2013
Large-Scale Video Hashing via Structure Learning ICCV 2013
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing CVPR 2013
Label Propagation from ImageNet to 3D Point Clouds CVPR 2013
Learning with Partially Absorbing Random Walks NIPS 2012