Sequence-to-Action: Grammatical Error Correction with Action Guided Sequence Generation. - Jiquan Li; Junliang Guo; Yongxin Zhu 003; Xin Sheng; Deqiang Jiang; Bo Ren 002; Linli Xu (AAAI, 2022)

Difformer: Empowering Diffusion Model on Embedding Space for Text Generation. - Zhujin Gao; Junliang Guo; Xu Tan 003; Yongxin Zhu 003; Fang Zhang; Jiang Bian 002; Linli Xu (CoRR, 2022)

Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA. - Yongxin Zhu 003; Zhen Liu; Yukang Liang; Xin Li 118; Hao Liu 003; Changcun Bao; Linli Xu (AAAI, 2023)

Span-level Aspect-based Sentiment Analysis via Table Filling. - Mao Zhang 002; Yongxin Zhu 003; Zhen Liu; Zhimin Bao; Yunfei Wu; Xing Sun 001; Linli Xu (ACL (1), 2023)

DiffS2UT: A Semantic Preserving Diffusion Model for Textless Direct Speech-to-Speech Translation. - Yongxin Zhu 003; Zhujin Gao; Xinyuan Zhou; Zhongyi Ye; Linli Xu (EMNLP, 2023)

ItrievalKD: An Iterative Retrieval Framework Assisted with Knowledge Distillation for Noisy Text-to-Image Retrieval. - Zhen Liu; Yongxin Zhu 003; Zhujin Gao; Xin Sheng; Linli Xu (PAKDD (3), 2023)

Visual Hallucination Elevates Speech Recognition. - Fang Zhang; Yongxin Zhu 003; Xiangxiang Wang; Huang Chen; Xing Sun 001; Linli Xu (AAAI, 2024)

Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction. - Haoqiu Yan; Yongxin Zhu 003; Kai Zheng; Bing Liu; Haoyu Cao 001; Deqiang Jiang; Linli Xu (ACL (1), 2024)

Generative Pre-trained Speech Language Model with Efficient Hierarchical Transformer. - Yongxin Zhu 003; Dan Su 002; Liqiang He; Linli Xu; Dong Yu 001 (ACL (1), 2024)

Few-shot Temporal Pruning Accelerates Diffusion Models for Text Generation. - Bocheng Li; Zhujin Gao; Yongxin Zhu 003; Kun Yin; Haoyu Cao 001; Deqiang Jiang; Linli Xu (LREC/COLING, 2024)

Summarizing Like Human: Edit-Based Text Summarization with Keywords. - Yukang Liang; Junliang Guo; Yongxin Zhu 003; Linli Xu (ICANN (7), 2024)

Empowering Diffusion Models on the Embedding Space for Text Generation. - Zhujin Gao; Junliang Guo; Xu Tan 003; Yongxin Zhu 003; Fang Zhang; Jiang Bian 002; Linli Xu (NAACL-HLT, 2024)

Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective. - Yongxin Zhu 003; Bocheng Li; Hang Zhang; Xin Li 056; Linli Xu; Lidong Bing (NeurIPS, 2024)

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs. - Zesen Cheng; Sicong Leng; Hang Zhang; Yifei Xin; Xin Li 056; Guanzheng Chen; Yongxin Zhu 003; Wenqi Zhang 001; Ziyang Luo; Deli Zhao; Lidong Bing (CoRR, 2024)

Addressing Representation Collapse in Vector Quantized Models with One Linear Layer. - Yongxin Zhu 003; Bocheng Li; Yifei Xin; Linli Xu (CoRR, 2024)

Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework. - Zihao Wu; YongXiang Hua; Yongxin Zhu 003; Fang Zhang; Linli Xu (ACL (Findings), 2025)