Jitao Sang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

AI Deception: Risks, Dynamics, and Controls.

[BibT_eX]

[DOI]

CoRR, November, 2025

Self-Guided Defense: Adaptive Safety Alignment for Reasoning Models via Synthesized Guidelines.

[BibT_eX]

[DOI]

CoRR, November, 2025

Beyond Pipelines: A Survey of the Paradigm Shift toward Model-Native Agentic AI.

[BibT_eX]

[DOI]

CoRR, October, 2025

Memory as Action: Autonomous Context Curation for Long-Horizon Agentic Tasks.

[BibT_eX]

[DOI]

CoRR, October, 2025

ReInAgent: A Context-Aware GUI Agent Enabling Human-in-the-Loop Mobile Task Navigation.

[BibT_eX]

[DOI]

CoRR, October, 2025

Understanding the Information Cocoon: A Multidimensional Assessment and Analysis of News Recommendation Systems.

[BibT_eX]

[DOI]

Xin Wang

CoRR, September, 2025

Efficient Video-to-Audio Generation via Multiple Foundation Models Mapper.

[BibT_eX]

[DOI]

CoRR, September, 2025

When Algorithms Mirror Minds: A Confirmation-Aware Social Dynamic Model of Echo Chamber and Homogenization Traps.

[BibT_eX]

[DOI]

Ming Tang

CoRR, August, 2025

Mitigating Filter Bubble from the Perspective of Community Detection: A Universal Framework.

[BibT_eX]

[DOI]

Ming Tang

CoRR, August, 2025

ITDR: An Instruction Tuning Dataset for Enhancing Large Language Models in Recommendations.

[BibT_eX]

[DOI]

Zekun Liu

CoRR, August, 2025

WebSynthesis: World-Model-Guided MCTS for Efficient WebUI-Trajectory Synthesis.

[BibT_eX]

[DOI]

CoRR, July, 2025

Mind with Eyes: from Language Reasoning to Multimodal Reasoning.

[BibT_eX]

[DOI]

CoRR, March, 2025

Unifying Perplexing Behaviors in Modified BP Attributions through Alignment Perspective.

[BibT_eX]

[DOI]

Guanhua Zheng

CoRR, March, 2025

Agent models: Internalizing Chain-of-Action Generation into Reasoning models.

[BibT_eX]

[DOI]

CoRR, March, 2025

KG-FPQ: Evaluating Factuality Hallucination in LLMs with Knowledge Graph-based False Premise Questions.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding.

[BibT_eX]

[DOI]

Yuxiang Zhang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

OpenRFT: Adapting Reasoning Foundation Model for Domain-specific Tasks with Reinforcement Fine-Tuning.

[BibT_eX]

[DOI]

CoRR, 2024

o1-Coder: an o1 Replication for Coding.

[BibT_eX]

[DOI]

CoRR, 2024

Don't Command, Cultivate: An Exploratory Study of System-2 Alignment.

[BibT_eX]

[DOI]

Yuhang Wang

CoRR, 2024

VaLiD: Mitigating the Hallucination of Large Vision Language Models by Visual Layer Fusion Contrastive Decoding.

[BibT_eX]

[DOI]

Jiaqi Wang

Yifei Gao

CoRR, 2024

A Disguised Wolf Is More Harmful Than a Toothless Tiger: Adaptive Malicious Code Injection Backdoor Attack Leveraging User Behavior as Triggers.

[BibT_eX]

[DOI]

Shangxi Wu

CoRR, 2024

Inference-Time Rule Eraser: Distilling and Removing Bias Rules to Mitigate Bias in Deployed Models.

[BibT_eX]

[DOI]

Yi Zhang

CoRR, 2024

AIGCs Confuse AI Too: Investigating and Explaining Synthetic Image-induced Hallucinations in Large Vision-Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Weak-to-Strong Generalization with Scalable Oversight and Ensemble Learning.

[BibT_eX]

[DOI]

CoRR, 2024

DenoiseRep: Denoising Model for Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

CDEval: A Benchmark for Measuring the Cultural Dimensions of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

You talk what you read: Understanding News Comment Behavior by Dispositional and Situational Attribution.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Black-box Adversarial Example Detection: A Data Reconstruction-based Method.

[BibT_eX]

[DOI]

CoRR, 2023

Revisiting Visual Model Robustness: A Frequency Long-Tailed Distribution View.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving The Local Stability of Deep Model With Margin Losses.

[BibT_eX]

[DOI]

Haonan Wang

Pengbo Yang

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Artificial Intelligence Security Competition (AISC).

[BibT_eX]

[DOI]

CoRR, 2022

Counterexample Contrastive Learning for Spurious Correlation Elimination.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Investigating and Explaining the Frequency Bias in Image Classification.

[BibT_eX]

[DOI]

Zhiyu Lin

Yifei Gao

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Understanding and Testing Generalization of Deep Networks on Out-of-Distribution Data.

[BibT_eX]

[DOI]

CoRR, 2021

2020

An Experimental Study of Semantic Continuity for Deep Learning Models.

[BibT_eX]

[DOI]

CoRR, 2020

MMCGAN: Generative Adversarial Network with Explicit Manifold Prior.

[BibT_eX]

[DOI]

Guanhua Zheng

CoRR, 2020

Adaptive Adversarial Logits Pairing.

[BibT_eX]

[DOI]

CoRR, 2020

2018

Deep Learning for Multimedia: Science or Technology?

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Deep Learning Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Multimedia -3 (Multimedia Search).

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

MPPR: Multi Perspective Page Rank for User Influence Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

2017

Being a Supercook: Joint Food Attributes and Multimodal Content Modeling for Recipe Retrieval and Exploration.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Guest editorial: mobile visual tagging with mobile context.

[BibT_eX]

[DOI]

Multim. Syst., 2017

Machine learning and signal processing for big multimedia analysis.

[BibT_eX]

[DOI]

Jun Yu

Xinbo Gao

Neurocomputing, 2017

Understanding Deep Learning Generalization by Maximum Entropy.

[BibT_eX]

[DOI]

Guanhua Zheng

CoRR, 2017

Demographic Attribute Inference from Social Multimedia Behaviors: A Cross-OSN Approach.

[BibT_eX]

[DOI]

Liancheng Xiang

Proceedings of the MultiMedia Modeling - 23rd International Conference, 2017

A Delicious Recipe Analysis Framework for Exploring Multi-Modal Recipes with Various Attributes.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

2016

Recent advances in social multimedia big data mining and applications.

[BibT_eX]

[DOI]

Multim. Syst., 2016

Visual BFI: An Exploratory Study for Image-Based Personality Test.

[BibT_eX]

[DOI]

Huaiwen Zhang

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Social Multimedia Ming: From Special to General.

[BibT_eX]

[DOI]

Ramesh C. Jain

Proceedings of the IEEE International Symposium on Multimedia, 2016

2015

Cross-OSN User Modeling by Homogeneous Behavior Quantification and Local Social Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

User-centric Cross-OSN Multimedia Computing.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

A Probabilistic Framework for Temporal User Modeling on Microblogs.

[BibT_eX]

[DOI]

Dongyuan Lu

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

On Analyzing the 'Variety' of Big Social Multimedia.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia Big Data, BigMM 2015, 2015

2014

Discovering Geo-Informative Attributes for Location Recognition and Exploration.

[BibT_eX]

[DOI]

Quan Fang

ACM Trans. Multim. Comput. Commun. Appl., 2014

Topic-Sensitive Influencer Mining in Interest-Based Social Media Networks via Hypergraph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Social multimedia computing.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

User-centric Social Multimedia Computing

[BibT_eX]

[DOI]

Springer Theses, Springer, ISBN: 978-3-662-44671-3, 2014

2013

Social influence analysis and application on multimedia sharing websites.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2013

Paint the City Colorfully: Location Visualization from Multiple Themes.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

GIANT: geo-informative attributes for location recognition and exploration.

[BibT_eX]

[DOI]

Quan Fang

Proceedings of the ACM Multimedia Conference, 2013

Personalized video recommendation based on cross-platform user modeling.

[BibT_eX]

[DOI]

Zhengyu Deng

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo, 2013

2012

Learn to Personalized Image Search From the Photo Sharing Websites.

[BibT_eX]

[DOI]

Dongyuan Lu

IEEE Trans. Multim., 2012

User-Aware Image Tag Refinement via Ternary Semantic Analysis.

[BibT_eX]

[DOI]

Jing Liu

IEEE Trans. Multim., 2012

Robust Face-Name Graph Matching for Movie Character Identification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Faceted Subtopic Retrieval: Exploiting the Topic Hierarchy via a Multi-modal Framework.

[BibT_eX]

[DOI]

J. Multim., 2012

Personalized Celebrity Video Search Based on Cross-Space Mining.

[BibT_eX]

[DOI]

Zhengyu Deng

Proceedings of the Advances in Multimedia Information Processing - PCM 2012, 2012

Right buddy makes the difference: an early exploration of social relation analysis in multimedia applications.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Collective search and recommendation in social media.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Multimedia news digger on emerging topics from social streams.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Saliency Aware Locality-preserving Coding for Image Classification.

[BibT_eX]

[DOI]

Quan Fang

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

2011

Browse by chunks: Topic mining and organizing on web-scale social media.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Exploiting user information for image tag refinement.

[BibT_eX]

[DOI]

Jing Liu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Robust movie character identification and the sensitivity analysis.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010

Character-based movie summarization.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

2009

Partial Face Matching between Near Infrared and Visual Images in MBGC Portal Challenge.

[BibT_eX]

[DOI]

Proceedings of the Advances in Biometrics, Third International Conference, 2009

Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5.

[BibT_eX]

[DOI]