Double Path Networks for Sequence to Sequence Learning. - Kaitao Song; Xu Tan 003; Di He 001; Jianfeng Lu 003; Tao Qin 001; Tie-Yan Liu (COLING, 2018)

Generating Adversarial Examples With Conditional Generative Adversarial Net. - Ping Yu; Kaitao Song; Jianfeng Lu 003 (ICPR, 2018)

Hybrid Self-Attention Network for Machine Translation. - Kaitao Song; Tan Xu; Furong Peng; Jianfeng Lu 003 (CoRR, 2018)

MASS: Masked Sequence to Sequence Pre-training for Language Generation. - Kaitao Song; Xu Tan 003; Tao Qin 001; Jianfeng Lu 003; Tie-Yan Liu (ICML, 2019)

Neural Machine Translation with Error Correction. - Kaitao Song; Xu Tan 003; Jianfeng Lu 003 (IJCAI, 2020)

MPNet: Masked and Permuted Pre-training for Language Understanding. - Kaitao Song; Xu Tan 003; Tao Qin 001; Jianfeng Lu 003; Tie-Yan Liu (NeurIPS, 2020)

LightPAFF: A Two-Stage Distillation Framework for Pre-training and Fine-tuning. - Kaitao Song; Hao Sun; Xu Tan 003; Tao Qin 001; Jianfeng Lu 003; Hongzhi Liu 001; Tie-Yan Liu (CoRR, 2020)

Bi-Modal Progressive Mask Attention for Fine-Grained Recognition. - Kaitao Song; Xiu-Shen Wei; Xiangbo Shu; Ren-Jie Song; Jianfeng Lu 003 (IEEE Trans. Image Process., 2020)

SongMASS: Automatic Song Writing with Pre-training and Alignment Constraint. - Zhonghao Sheng; Kaitao Song; Xu Tan 003; Yi Ren 006; Wei Ye 004; Shikun Zhang; Tao Qin 001 (AAAI, 2021)

DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling. - Lanqing Xue; Kaitao Song; Duocai Wu; Xu Tan 003; Nevin L. Zhang; Tao Qin 001; Wei-Qiang Zhang; Tie-Yan Liu (ACL/IJCNLP (1), 2021)

Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions. - Wenhai Wang; Enze Xie; Xiang Li 028; Deng-Ping Fan; Kaitao Song; Ding Liang; Tong Lu; Ping Luo 002; Ling Shao 001 (ICCV, 2021)

NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search. - Jin Xu 010; Xu Tan 003; Renqian Luo; Kaitao Song; Jian Li 015; Tao Qin 001; Tie-Yan Liu (KDD, 2021)

MPN: Multi-scale Progressive Restoration Network for Unsupervised Defect Detection. - Xuefei Liu; Kaitao Song; Jianfeng Lu 003 (PRCV (2), 2021)

PVTv2: Improved Baselines with Pyramid Vision Transformer. - Wenhai Wang; Enze Xie; Xiang Li 028; Deng-Ping Fan; Kaitao Song; Ding Liang; Tong Lu; Ping Luo 002; Ling Shao 001 (CoRR, 2021)

Coarse-to-fine: A dual-view attention network for click-through rate prediction. - Kaitao Song; Qingkang Huang; Faen Zhang; Jianfeng Lu 003 (Knowl. Based Syst., 2021)

A Study on the Efficacy of Model Pre-Training In Developing Neural Text-to-Speech System. - Guangyan Zhang; Yichong Leng; Daxin Tan; Ying Qin; Kaitao Song; Xu Tan 003; Sheng Zhao; Tan Lee 001 (ICASSP, 2022)

Analyzing and Mitigating Interference in Neural Architecture Search. - Jin Xu 010; Xu Tan 003; Kaitao Song; Renqian Luo; Yichong Leng; Tao Qin 001; Tie-Yan Liu; Jian Li 015 (ICML, 2022)

Improving Hypernasality Estimation with Automatic Speech Recognition in Cleft Palate Speech. - Kaitao Song; Teng Wan; Bixia Wang; Huiqiang Jiang; Luna Qiu; Jiahang Xu; Liping Jiang; Qun Lou; Yuqing Yang 001; Dongsheng Li 002; Xudong Wang; Lili Qiu (INTERSPEECH, 2022)

Mixed-Phoneme BERT: Improving BERT with Mixed Phoneme and Sup-Phoneme Representations for Text to Speech. - Guangyan Zhang; Kaitao Song; Xu Tan 003; Daxin Tan; Yuzi Yan; Yanqing Liu; Gang Wang 001; Wei Zhou; Tao Qin 001; Tan Lee 001; Sheng Zhao (INTERSPEECH, 2022)

Transcormer: Transformer for Sentence Scoring with Sliding Language Modeling. - Kaitao Song; Yichong Leng; Xu Tan 003; Yicheng Zou; Tao Qin 001; Dongsheng Li 002 (NeurIPS, 2022)

Your Autoregressive Generative Model Can be Better If You Treat It as an Energy-Based One. - Yezhen Wang; Tong Che; Bo Li 080; Kaitao Song; Hengzhi Pei; Yoshua Bengio; Dongsheng Li 002 (CoRR, 2022)

PVT v2: Improved baselines with Pyramid Vision Transformer. - Wenhai Wang; Enze Xie; Xiang Li 028; Deng-Ping Fan; Kaitao Song; Ding Liang; Tong Lu; Ping Luo 002; Ling Shao 001 (Comput. Vis. Media, 2022)

SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition. - Yichong Leng; Xu Tan 003; Wenjie Liu; Kaitao Song; Rui Wang 028; Xiang-Yang Li 001; Tao Qin 001; Edward Lin; Tie-Yan Liu (AAAI, 2023)

DiffusionNER: Boundary Diffusion for Named Entity Recognition. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Dongsheng Li 002; Weiming Lu 001; Yueting Zhuang (ACL (1), 2023)

Towards Understanding Omission in Dialogue Summarization. - Yicheng Zou; Kaitao Song; Xu Tan 003; Zhongkai Fu; Qi Zhang 001; Dongsheng Li 002; Tao Gui (ACL (1), 2023)

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models. - Dingyao Yu; Kaitao Song; Peiling Lu; Tianyu He; Xu Tan 003; Wei Ye 004; Shikun Zhang; Jiang Bian 002 (EMNLP (Demos), 2023)

Leveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease Detection. - Jinchao Li; Kaitao Song; Junan Li; Bo Zheng; Dongsheng Li 002; Xixin Wu; Xunying Liu; Helen Meng (ICASSP, 2023)

A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition. - Jinchao Li; Xixin Wu; Kaitao Song; Dongsheng Li 002; Xunying Liu; Helen Meng (ICASSP, 2023)

CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling. - Yansen Wang; Xinyang Jiang; Kan Ren; Caihua Shan; Xufang Luo; Dongqi Han; Kaitao Song; Yifei Shen; Dongsheng Li 002 (ICML, 2023)

End-to-End Word-Level Pronunciation Assessment with MASK Pre-training. - Yukang Liang; Kaitao Song; Shaoguang Mao; Huiqiang Jiang; Luna Qiu; Yuqing Yang 001; Dongsheng Li 002; Linli Xu; Lili Qiu (INTERSPEECH, 2023)

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in Hugging Face. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Dongsheng Li 002; Weiming Lu 001; Yueting Zhuang (NeurIPS, 2023)

HuggingGPT: Solving AI Tasks with ChatGPT and its Friends in HuggingFace. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Dongsheng Li 002; Weiming Lu 001; Yueting Zhuang (CoRR, 2023)

Deliberate then Generate: Enhanced Prompting Framework for Text Generation. - Bei Li; Rui Wang 028; Junliang Guo; Kaitao Song; Xu Tan 003; Hany Hassan; Arul Menezes; Tong Xiao; Jiang Bian 002; JingBo Zhu (CoRR, 2023)

PromptTTS 2: Describing and Generating Voices with Text Prompt. - Yichong Leng; Zhifang Guo; Kai Shen; Xu Tan 003; Zeqian Ju; Yanqing Liu; Yufei Liu; Dongchao Yang; Leying Zhang; Kaitao Song; Lei He 005; Xiang-Yang Li 001; et al. (CoRR, 2023)

Learning To Teach Large Language Models Logical Reasoning. - Meiqi Chen 001; Yubo Ma; Kaitao Song; Yixin Cao 002; Yan Zhang 004; Dongsheng Li 002 (CoRR, 2023)

Improving Large Language Models in Event Relation Logical Prediction. - Meiqi Chen 001; Yubo Ma; Kaitao Song; Yixin Cao 002; Yan Zhang 004; Dongsheng Li 002 (ACL (1), 2024)

Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers. - Qingyan Guo; Rui Wang 028; Junliang Guo; Bei Li; Kaitao Song; Xu Tan 003; Guoqing Liu; Jiang Bian 002; Yujiu Yang (ICLR, 2024)

PromptTTS 2: Describing and Generating Voices with Text Prompt. - Yichong Leng; Zhifang Guo; Kai Shen; Zeqian Ju; Xu Tan 003; Eric Liu; Yufei Liu; Dongchao Yang; Leying Zhang; Kaitao Song; Lei He 005; Xiangyang Li 001; et al. (ICLR, 2024)

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models. - Zeqian Ju; Yuancheng Wang; Kai Shen; Xu Tan 003; Detai Xin; Dongchao Yang; Eric Liu; Yichong Leng; Kaitao Song; Siliang Tang; Zhizheng Wu 001; Tao Qin 001; et al. (ICML, 2024)

TaskBench: Benchmarking Large Language Models for Task Automation. - Yongliang Shen 001; Kaitao Song; Xu Tan 003; Wenqi Zhang 001; Kan Ren; Siyu Yuan; Weiming Lu 001; Dongsheng Li 002; Yueting Zhuang (NeurIPS, 2024)

Can Graph Learning Improve Planning in LLM-based Agents? - Xixi Wu; Yifei Shen; Caihua Shan; Kaitao Song; Siwei Wang; Bohang Zhang; Jiarui Feng; Hong Cheng; Wei Chen; Yun Xiong; Dongsheng Li (NeurIPS, 2024)

EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model. - Yuqi Chen 018; Kan Ren; Kaitao Song; Yansen Wang; Yifan Wang; Dongsheng Li 002; Lili Qiu (CoRR, 2024)

NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models. - Zeqian Ju; Yuancheng Wang; Kai Shen; Xu Tan 003; Detai Xin; Dongchao Yang; Yanqing Liu; Yichong Leng; Kaitao Song; Siliang Tang; Zhizheng Wu 001; Tao Qin 001; et al. (CoRR, 2024)

Can Graph Learning Improve Task Planning? - Xixi Wu; Yifei Shen; Caihua Shan; Kaitao Song; Siwei Wang; Bohang Zhang; Jiarui Feng; Hong Cheng; Wei Chen; Yun Xiong; Dongsheng Li (CoRR, 2024)

TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models. - Ping Yu; Kaitao Song; Fengchen He; Ming Chen; Jianfeng Lu 003 (CoRR, 2024)

GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation. - Fei Tang; Yongliang Shen 001; Hang Zhang; Zeqi Tan; Wenqi Zhang 001; Guiyang Hou; Kaitao Song; Weiming Lu 001; Yueting Zhuang (CoRR, 2024)

Learning Domain Invariant Prompt for Vision-Language Models. - Cairong Zhao; Yubin Wang; Xinyang Jiang; Yifei Shen; Kaitao Song; Dongsheng Li 002; Duoqian Miao 001 (IEEE Trans. Image Process., 2024)

EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms. - Siyu Yuan; Kaitao Song; Jiangjie Chen; Xu Tan 003; Dongsheng Li 002; Deqing Yang (NAACL (Long Papers), 2025)

EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction. - Siyu Yuan; Kaitao Song; Jiangjie Chen; Xu Tan 003; Yongliang Shen 001; Kan Ren; Dongsheng Li 002; Deqing Yang (NAACL (Long Papers), 2025)

Think Twice, Click Once: Enhancing GUI Grounding via Fast and Slow Systems. - Fei Tang; Yongliang Shen 001; Hang Zhang; Siqi Chen; Guiyang Hou; Wenqi Zhang 001; Wenqiao Zhang; Kaitao Song; Weiming Lu 001; Yueting Zhuang (CoRR, 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu; Xinfeng Li; Jiayi Zhang; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)

A Survey on (M)LLM-Based GUI Agents. - Fei Tang; Haolei Xu; Hang Zhang; Siqi Chen; Xingyu Wu; Yongliang Shen 001; Wenqi Zhang 001; Guiyang Hou; Zeqi Tan; Yuchen Yan; Kaitao Song; Jian Shao 001; et al. (CoRR, 2025)

Chain-of-Model Learning for Language Model. - Kaitao Song; Xiaohua Wang; Xu Tan 003; Huiqiang Jiang; Chengruidong Zhang; Yongliang Shen 001; Cen LU; Zihao Li 006; Zifan Song; Caihua Shan; Yansen Wang; Kan Ren; et al. (CoRR, 2025)

Let LLMs Break Free from Overthinking via Self-Braking Tuning. - Haoran Zhao; Yuchen Yan; Yongliang Shen 001; Haolei Xu; Wenqi Zhang 001; Kaitao Song; Jian Shao 001; Wei-ming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning. - Haolei Xu; Yuchen Yan; Yongliang Shen 001; Wenqiao Zhang; Guiyang Hou; Shengpei Jiang; Kaitao Song; Weiming Lu 001; Jun Xiao 001; Yueting Zhuang (CoRR, 2025)

Enhancing User Engagement in Socially-Driven Dialogue through Interactive LLM Alignments. - Jiashuo Wang; Kaitao Song; Chunpu Xu; Changhe Song; Yang Xiao; Dongsheng Li 002; Lili Qiu; Wenjie Li 002 (CoRR, 2025)