Mingfu Liang
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
19
Venues
11
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
19 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | ReasonRec: A Reasoning-Augmented Multimodal Agent for Unified Recommendation. | Yihua Zhang, Mingfu Liang, Jiyan Yang, Rong Jin, Wen-Yen Chen, Yiping Han, Huayu Li, Buyun Zhang, Liang Luo, Luke Simon, Sijia Liu, Tianlong Chen, Xi Liu |
| 2025 | ACL | The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit. | Huixue Zhou, Hengrui Gu, Zaifu Zhan, Xi Liu, Kaixiong Zhou, Yongkang Xiao, Mingfu Liang, Srinivas Prasad Govindan, Piyush Chawla, Jiyan Yang, Xiangfei Meng, Huayu Li, Buyun Zhang, Liang Luo, Wen-Yen Chen, Yiping Han, Bo Long, Rui Zhang, Tianlong Chen |
| 2025 | CVPR | Incremental Object Keypoint Learning. | Mingfu Liang, Jiahuan Zhou, Xu Zou, Ying Wu |
| 2025 | CVPR | Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction. | Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu, Xide Xia, Miao Liu, Xiaofang Wang, Mingfu Liang, Ning Zhang, Dimitris N. Metaxas, Licheng Yu |
| 2025 | EMNLP | AssoCiAm: A Benchmark for Evaluating Association Thinking while Circumventing Ambiguity. | Yifan Liu, Wenkuan Zhao, Shanshan Zhong, Jinghui Qin, Mingfu Liang, Zhongzhan Huang, Wushao Wen |
| 2025 | ICCV | Autoscape: Geometry-Consistent Long-Horizon Scene Generation. | Jiacheng Chen, Ziyu Jiang, Mingfu Liang, Bingbing Zhuang, Jong-Chyi Su, Sparsh Garg, Ying Wu, Manmohan Chandraker |
| 2025 | MMM | Flat Local Minima for Continual Learning on Semantic Segmentation. | Zhongzhan Huang, Mingfu Liang, Senwei Liang, Shanshan Zhong |
| 2025 | WWW | External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation. | Mingfu Liang, Xi Liu, Rong Jin, Boyang Liu, Qiuling Suo, Qinghai Zhou, Song Zhou, Laming Chen, Hua Zheng, Zhiyuan Li, Shali Jiang, Jiyan Yang, Xiaozhen Xia, Fan Yang, Yasmine Badr, Ellie Wen, Shuyu Xu, Hansey Chen, Zhengyu Zhang, Jade Nie, Chunzhi Yang, Zhichen Zeng, Weilin Zhang, Xingliang Huang, Qianru Li, Shiquan Wang, Evelyn Lyu, Wenjing Lu, Rui Zhang, Wenjun Wang, Jason Rudy, Mengyue Hang, Kai Wang, Bo Long, Wenlin Chen, Santanu Kolay, Huayu Li |
| 2025 | WWW | DVIB: Towards Robust Multimodal Recommender Systems via Variational Information Bottleneck Distillation. | Wenkuan Zhao, Shanshan Zhong, Yifan Liu, Wushao Wen, Jinghui Qin, Mingfu Liang, Zhongzhan Huang |
| 2024 | CVPR | Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception. | Lei Fan, Mingfu Liang, Yunxuan Li, Gang Hua, Ying Wu |
| 2024 | CVPR | AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving. | Mingfu Liang, Jong-Chyi Su, Samuel Schulter, Sparsh Garg, Shiyu Zhao, Ying Wu, Manmohan Chandraker |
| 2024 | ICML | AttNS: Attention-Inspired Numerical Solving For Limited Data Scenarios. | Zhongzhan Huang, Mingfu Liang, Shanshan Zhong, Liang Lin |
| 2023 | CVPR | Exploring Compositional Visual Generation with Latent Classifier Guidance. | Changhao Shi, Haomiao Ni, Kai Li, Shaobo Han, Mingfu Liang, Martin Renqiang Min |
| 2023 | ICCV | Understanding Self-attention Mechanism via Dynamical System Perspective. | Zhongzhan Huang, Mingfu Liang, Jinghui Qin, Shanshan Zhong, Liang Lin |
| 2022 | ECCV | Balancing Between Forgetting and Acquisition in Incremental Subpopulation Learning. | Mingfu Liang, Jiahuan Zhou, Wei Wei, Ying Wu |
| 2021 | ICANN | Blending Pruning Criteria for Convolutional Neural Networks. | Wei He, Zhongzhan Huang, Mingfu Liang, Senwei Liang, Haizhao Yang |
| 2021 | WACV | CAP: Context-Aware Pruning for Semantic Segmentation. | Wei He, Meiqing Wu, Mingfu Liang, Siew-Kei Lam |
| 2020 | AAAI | DIANet: Dense-and-Implicit Attention Network. | Zhongzhan Huang, Senwei Liang, Mingfu Liang, Haizhao Yang |
| 2020 | AAAI | Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise. | Senwei Liang, Zhongzhan Huang, Mingfu Liang, Haizhao Yang |