Qingyang Liu

According to our database, Qingyang Liu authored at least 11 papers between 2025 and 2026.

Collaborative distances:

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

2026

The Missing Piece in Pre-trained Model Evaluation: Reward-Guided Decoding Unlocks Task-Oriented Behavior Without Parameter Updates.

Shaobo Wang, Guo Chen, Ziyue Wang, Zhengyang Tang, Qingyang Liu, Xingzhang Ren, Dayiheng Liu, Linfeng Zhang

CoRR, May, 2026

Breaking Dual Bottlenecks: Evolving Unified Multimodal Models into Self-Adaptive Interleaved Visual Reasoners.

Qingyang Liu, Bingjie Gao, Canmiao Fu, Zhipeng Huang, Chen Li, Feng Wang, Shuochen Chang, Shaobo Wang, Yali Wang, Keming Ye, Jiangtong Li, Li Niu

CoRR, May, 2026

Reflection Generation for Composite Image Using Diffusion Model.

Haonan Zhao, Qingyang Liu, Jiaxuan Chen, Li Niu

CoRR, April, 2026

Bridging Visual Dynamics and Narrative Reasoning: Multimodal Large Language Models for Short Drama Quality Assessment.

Qingyang Liu, Jiangtong Li, Zelin Peng, Shaobo Wang, Zhaohe Liao, Shuochen Chang, Bingjie Gao, Haonan Zhao, Mu Liu, Jidong Jiang, Li Niu

Proceedings of the ACM Web Conference 2026, 2026

Unlocking the Black Box of Latent Reasoning: An Interpretability-Guided Approach to Intervention.

Shuochen Chang, Tong Bai, Xiaofeng Zhang, Qianli Ma, Qingyang Liu, Zhaohe Liao, Yibo Miao, Li Niu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

D3ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs.

Shuochen Chang, Xiaofeng Zhang, Qingyang Liu, Li Niu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

UnicEdit-10M: A Dataset and Benchmark Breaking the Scale-Quality Barrier via Unified Verification for Reasoning-Enriched Edits.

Keming Ye, Zhipeng Huang, Canmiao Fu, Qingyang Liu, Jiani Cai, Zheqi Lv, Chen Li, Jing Lyu, Zhou Zhao, Shengyu Zhang

CoRR, December, 2025

D³ToM: Decider-Guided Dynamic Token Merging for Accelerating Diffusion MLLMs.

Shuochen Chang, Xiaofeng Zhang, Qingyang Liu, Li Niu

CoRR, November, 2025

Learning to Combine Latent Basis for Diffusion-Based Image Attribute Editing.

Qingyang Liu, Haonan Zhao

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Cross Video-Text Grounding for Advertising Video Editing.

Qingyang Liu

Proceedings of the Pattern Recognition and Computer Vision - 8th Chinese Conference, 2025

Dual-Space Adaptive Fusion for Self-supervised Text-guided Image Editing.

Qingyang Liu, Haonan Zhao, Li Niu

Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025