Heng Huang

According to our database, Heng Huang authored at least 21 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

VGA-Bench: A Unified Benchmark and Multi-Model Framework for Video Aesthetics and Generation Quality Evaluation.

Longteng Jiang, Dandan Zheng, Qianqian Qiao, Heng Huang, Huaye Wang, Yihang Bo, Bao Peng, Jingdong Chen, Jun Zhou, Xin Jin

CoRR, April, 2026

2025

AesTest: Measuring Aesthetic Intelligence from Perception to Production.

Guolong Wang, Heng Huang, Zhiqiang Zhang, Wentian Li, Feilong Ma, Xin Jin

CoRR, November, 2025

VADB: A Large-Scale Video Aesthetic Database with Professional and Multi-Dimensional Annotations.

Qianqian Qiao, Dandan Zheng, Yihang Bo, Bao Peng, Heng Huang, Longteng Jiang, Huaye Wang, Jingdong Chen, Jun Zhou, Xin Jin

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

KLMN: Knowledge distillation based lightweight multi-clue image forgery detection and localization.

Heng Huang, Yaqi Liu, Xin Jin, Song Xiao, Bin Liu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Multimodal Large Models for Image Tampering Detection and Explanation: From Detection to Reasoning.

Chenfeng Du, Yuchen Li, Heng Huang, Xin Jin, Xianglong Zeng

Proceedings of the 1st on Deepfake Forensics Workshop: Detection, 2025

2024

Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories.

Xin Jin, Qianqian Qiao, Yi Lu, Shan Gao, Heng Huang, Guangdong Li

CoRR, 2024

APDDv2: Aesthetics of Paintings and Drawings Dataset with Artist Labeled Scores and Comments.

Xin Jin, Qianqian Qiao, Yi Lu, Huaye Wang, Heng Huang, Shan Gao, Jianfei Liu, Rui Li

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

Predicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels.

Heng Huang, Xin Jin, Yaqi Liu, Hao Lou, Chaoen Xiao, Shuai Cui, Xining Li, Dongqing Zou

Proceedings of the 2nd International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, 2024

Paintings and Drawings Aesthetics Assessment with Rich Attributes for Various Artistic Categories.

Xin Jin, Qianqian Qiao, Yi Lu, Huaye Wang, Shan Gao, Heng Huang, Guangdong Li

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Aesthetic Assessment of Movie Still Frame for Various Field of Views.

Xin Jin, Jinyu Wang, Wenbo Yuan, B. Yihang, Heng Huang, Yiran Zhang, Bao Peng, X. Peng, Xin Song, Hanbing Yang

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

2023

Predicting Scores of Various Aesthetic Attribute Sets by Learning from Overall Score Labels.

Heng Huang, Xin Jin, Yaqi Liu, Hao Lou, Chaoen Xiao, Shuai Cui, Xinning Li, Dongqing Zou

CoRR, 2023

Language Guidance Generation Using Aesthetic Attribute Comparison for Human Photography and AIGC.

Xin Jin, Qianqian Qiao, Qiang Deng, Chaoen Xiao, Heng Huang, Hao Lou

Proceedings of the 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, 2023

2022

Pseudo-Labeling and Meta Reweighting Learning for Image Aesthetic Quality Assessment.

Xin Jin, Hao Lou, Heng Huang, Xinning Li, Xiaodong Li, Shuai Cui, Xiaokun Zhang, Xiqiao Li

IEEE Trans. Intell. Transp. Syst., 2022

Aesthetic Language Guidance Generation of Images Using Attribute Comparison.

Xin Jin, Qiang Deng, Jianwen Lv, Heng Huang, Hao Lou, Chaoen Xiao

CoRR, 2022

Aesthetic Attributes Assessment of Images with AMANv2 and DPC-CaptionsV2.

Xinghui Zhou, Xin Jin, Jianwen Lv, Heng Huang, Ming Mao, Shuai Cui

CoRR, 2022

Pseudo-labelling and Meta Reweighting Learning for Image Aesthetic Quality Assessment.

Xin Jin, Hao Lou, Heng Huang, Xiaodong Li, Shuai Cui, Xiaokun Zhang, Xiqiao Li

CoRR, 2022

Aesthetic evaluation of Asian and Caucasian photos with overall and attribute scores.

Heng Huang, Xin Jin, Xinning Li, Shuai Cui, Chaoen Xiao

Comput. Electr. Eng., 2022

Reproducibility Companion Paper: Focusing on Persons: Colorizing Old Images Learning from Modern Historical Movies.

Xin Jin, Ke Liu, Dongqing Zou, Zhonglan Li, Heng Huang, Vajira Thambawita

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

A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction.

Xin Jin, Xinning Li, Heng Huang, Xiaodong Li, Chaoen Xiao, Xiqiao Li

Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

2021

Aesthetic Evaluation and Guidance for Mobile Photography.

Hao Lou, Heng Huang, Chaoen Xiao, Xin Jin

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

A Deep Drift-Diffusion Model for Image Aesthetic Score Distribution Prediction.

Xin Jin, Xiqiao Li, Heng Huang, Xiaodong Li, Xinghui Zhou

CoRR, 2020