Diffusion Language Model with Query-Document Relevance for Query-Focused Summarization. - Shaoyao Huang; Luozheng Qin; Ziqiang Cao (EMNLP (Findings), 2023)

Improving Copy-oriented Text Generation via EDU Copy Mechanism. - Tianxiang Wu; Han Chen; Luozheng Qin; Ziqiang Cao; Chunhui Ai (LREC/COLING, 2024)

An Empirical Study and Analysis of Text-to-Image Generation Using Large Language Model-Powered Textual Representation. - Zhiyu Tan; Mengping Yang; Luozheng Qin; Hao Yang; Ye Qian; Qiang Zhou 001; Cheng Zhang 014; Hao Li 030 (ECCV (80), 2024)

BVRCC: Bootstrapping Video Retrieval via Cross-Matching Correction. - Luozheng Qin; Shaoyao Huang; Qian Qiao; Xu Yan; Ziqiang Cao (ICANN (6), 2024)

Contrastive Learning with High-Quality and Low-Quality Augmented Data for Query-Focused Summarization. - Shaoyao Huang; Ziqiang Cao; Luozheng Qin; Jun Gao; Jun Zhang 069 (ICASSP, 2024)

STRA: A Simple Token Replacement Strategy Alleviating Exposure Bias in Text Generation. - Shaoyao Huang; Luozheng Qin; Ziqiang Cao; Qian Qiao (ICME, 2024)

Guiding ChatGPT to Generate Salient Domain Summaries. - Jun Gao; Ziqiang Cao; Shaoyao Huang; Luozheng Qin; Chunhui Ai (IJCNN, 2024)

EVALALIGN: Supervised Fine-Tuning Multimodal LLMs with Human-Aligned Data for Evaluating Text-to-Image Models. - Zhiyu Tan; Xiaomeng Yang; Luozheng Qin; Mengping Yang; Cheng Zhang 014; Hao Li 030 (CoRR, 2024)

VidGen-1M: A Large-Scale Dataset for Text-to-video Generation. - Zhiyu Tan; Xiaomeng Yang; Luozheng Qin; Hao Li (CoRR, 2024)

Raccoon: Multi-stage Diffusion Training with Coarse-to-Fine Curating Videos. - Zhiyu Tan; Junyan Wang 001; Hao Yang; Luozheng Qin; Hesen Chen; Qiang Zhou 001; Hao Li 030 (CoRR, 2025)

Cockatiel: Ensembling Synthetic and Human Preferenced Training for Detailed Video Caption. - Luozheng Qin; Zhiyu Tan; Mengping Yang; Xiaomeng Yang; Hao Li (CoRR, 2025)

Omni-Video: Democratizing Unified Video Understanding and Generation. - Zhiyu Tan; Hao Yang; Luozheng Qin; Jia Gong; Mengping Yang; Hao Li 030 (CoRR, 2025)

Uni-cot: Towards Unified Chain-of-Thought Reasoning Across Text and Vision. - Luozheng Qin; Jia Gong; Yuqing Sun; Tianjiao Li; Mengping Yang; Xiaomeng Yang; Chao Qu; Zhiyu Tan; Hao Li (CoRR, 2025)