FluentSpeech: Stutter-Oriented Automatic Speech Editing with Context-Aware Diffusion Models. - Ziyue Jiang 001; Qian Yang 006; Jialong Zuo; Zhenhui Ye; Rongjie Huang 001; Yi Ren 006; Zhou Zhao 001 (ACL (Findings), 2023)

PLIP: Language-Image Pre-training for Person Representation Learning. - Jialong Zuo; Changqian Yu; Nong Sang; Changxin Gao (CoRR, 2023)

TextrolSpeech: A Text Style Control Speech Corpus With Codec Language Text-to-Speech Models. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 001; Feiyang Chen; Xinyu Duan; Baoxing Huai; Zhou Zhao 001 (CoRR, 2023)

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech. - Shengpeng Ji; Ziyue Jiang 001; Hanting Wang; Jialong Zuo; Zhou Zhao 001 (ACL (1), 2024)

UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity. - Jialong Zuo; Hanyu Zhou; Ying Nie; Feng Zhang 039; Tianyu Guo 001; Nong Sang; Yunhe Wang 001; Changxin Gao (CVPR, 2024)

AudioVSR: Enhancing Video Speech Recognition with Audio Data. - Xiaoda Yang; Xize Cheng; Jiaqi Duan; Hongshun Qiu; Minjie Hong; Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Zhiqing Hong; Zhimeng Zhang; Tao Jin 004 (EMNLP, 2024)

TextrolSpeech: A Text Style Control Speech Corpus with Codec Language Text-to-Speech Models. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 004; Feiyang Chen; Xinyu Duan; Baoxing Huai; Zhou Zhao 001 (ICASSP, 2024)

MSceneSpeech: A Multi-Scene Speech Dataset For Expressive Speech Synthesis. - Qian Yang 006; Jialong Zuo; Zhe Su; Ziyue Jiang 001; Mingze Li; Zhou Zhao 001; Feiyang Chen; Zhefeng Wang 001; Baoxing Huai (INTERSPEECH, 2024)

SyncTalklip: Highly Synchronized Lip-Readable Speaker Generation with Multi-Task Learning. - Xiaoda Yang; Xize Cheng; Dongjie Fu; Minghui Fang 002; Jialong Zuo; Shengpeng Ji; Zhou Zhao 001; Tao Jin 004 (ACM Multimedia, 2024)

PLIP: Language-Image Pre-training for Person Representation Learning. - Jialong Zuo; Jiahao Hong; Feng Zhang 039; Changqian Yu; Hanyu Zhou; Changxin Gao; Nong Sang; Jingdong Wang 001 (NeurIPS, 2024)

Cross-video Identity Correlating for Person Re-identification Pre-training. - Jialong Zuo; Ying Nie; Hanyu Zhou; Huaxin Zhang; Haoyu Wang 003; Tianyu Guo 001; Nong Sang; Changxin Gao (NeurIPS, 2024)

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech. - Shengpeng Ji; Ziyue Jiang 004; Hanting Wang; Jialong Zuo; Zhou Zhao 001 (CoRR, 2024)

Language-Codec: Reducing the Gaps Between Discrete Codec Representation and Speech Language Models. - Shengpeng Ji; Minghui Fang 002; Ziyue Jiang 001; Rongjie Huang 001; Jialong Zuo; Shulei Wang; Zhou Zhao 001 (CoRR, 2024)

ControlSpeech: Towards Simultaneous Zero-shot Speaker Cloning and Zero-shot Language Style Control With Decoupled Codec. - Shengpeng Ji; Jialong Zuo; Minghui Fang 002; Siqi Zheng; Qian Chen 003; Wen Wang 001; Ziyue Jiang 001; Hai Huang 013; Xize Cheng; Rongjie Huang 001; Zhou Zhao 001 (CoRR, 2024)

Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM. - Huaxin Zhang; Xiaohao Xu; Xiang Wang 012; Jialong Zuo; Chuchu Han; Xiaonan Huang; Changxin Gao; Yuehuan Wang; Nong Sang (CoRR, 2024)

ACE: A Generative Cross-Modal Retrieval Framework with Coarse-To-Fine Semantic Modeling. - Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Hai Huang 013; Yan Xia 006; Jieming Zhu; Xize Cheng; Xiaoda Yang; Wenrui Liu 003; Gang Wang; Zhenhua Dong; Zhou Zhao 001 (CoRR, 2024)

WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling. - Shengpeng Ji; Ziyue Jiang 001; Xize Cheng; Yifu Chen; Minghui Fang 002; Jialong Zuo; Qian Yang 006; Ruiqi Li; Ziang Zhang; Xiaoda Yang; Rongjie Huang 001; Yidi Jiang; et al. (CoRR, 2024)

OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup. - Xize Cheng; Siqi Zheng; Zehan Wang 001; Minghui Fang 002; Ziang Zhang; Rongjie Huang 001; Ziyang Ma; Shengpeng Ji; Jialong Zuo; Tao Jin 004; Zhou Zhao 001 (CoRR, 2024)

WavChat: A Survey of Spoken Dialogue Models. - Shengpeng Ji; Yifu Chen; Minghui Fang 002; Jialong Zuo; Jingyu Lu; Hanting Wang; Ziyue Jiang 001; Long Zhou; Shujie Liu 001; Xize Cheng; Xiaoda Yang; Zehan Wang 001; et al. (CoRR, 2024)

Speech Watermarking with Discrete Intermediate Representations. - Shengpeng Ji; Ziyue Jiang 001; Jialong Zuo; Minghui Fang 002; Yifu Chen; Tao Jin 004; Zhou Zhao 001 (AAAI, 2025)

L-Man: A Large Multi-modal Model Unifying Human-centric Tasks. - Jialong Zuo; Ying Nie; Tianyu Guo 001; Huaxin Zhang; Jiahao Hong; Nong Sang; Changxin Gao; Kai Han 002 (AAAI, 2025)

CART: A Generative Cross-Modal Retrieval Framework With Coarse-To-Fine Semantic Modeling. - Minghui Fang 002; Shengpeng Ji; Jialong Zuo; Hai Huang 013; Yan Xia 006; Jieming Zhu; Xize Cheng; Xiaoda Yang; Wenrui Liu 003; Gang Wang; Zhenhua Dong; Zhou Zhao 001 (ACL (1), 2025)

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models. - Shengpeng Ji; Minghui Fang 002; Jialong Zuo; Ziyue Jiang 004; Dingdong Wang; Hanting Wang; Hai Huang 013; Zhou Zhao 001 (ACL (1), 2025)

ControlSpeech: Towards Simultaneous and Independent Zero-shot Speaker Cloning and Zero-shot Language Style Control. - Shengpeng Ji; Qian Chen 003; Wen Wang 001; Jialong Zuo; Minghui Fang 002; Ziyue Jiang 004; Hai Huang 013; Zehan Wang 001; Xize Cheng; Siqi Zheng; Zhou Zhao 001 (ACL (1), 2025)

Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow Matching. - Jialong Zuo; Shengpeng Ji; Minghui Fang 002; Mingze Li; Ziyue Jiang 001; Xize Cheng; Xiaoda Yang; Feiyang Chen; Xinyu Duan; Zhou Zhao 001 (ACL (1), 2025)

VoxpopuliTTS: a large-scale multilingual TTS corpus for zero-shot speech generation. - Wenrui Liu 003; Jionghao Bai; Xize Cheng; Jialong Zuo; Ziyue Jiang 001; Shengpeng Ji; Minghui Fang 002; Xiaoda Yang; Qian Yang 006; Zhou Zhao 001 (COLING, 2025)

Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity. - Huaxin Zhang; Xiaohao Xu; Xiang Wang 012; Jialong Zuo; Xiaonan Huang; Changxin Gao; Shanjun Zhang; Li Yu 003; Nong Sang (CVPR, 2025)

Enhancing Expressive Voice Conversion with Discrete Pitch-Conditioned Flow Matching Model. - Jialong Zuo; Shengpeng Ji; Minghui Fang 002; Ziyue Jiang 001; Xize Cheng; Qian Yang 006; Wenrui Liu 003; Guangyan Zhang; Zehai Tu; Yiwen Guo; Zhou Zhao 001 (ICASSP, 2025)

OmniSep: Unified Omni-Modality Sound Separation with Query-Mixup. - Xize Cheng; Siqi Zheng; Zehan Wang 001; Minghui Fang 002; Ziang Zhang; Rongjie Huang 001; Shengpeng Ji; Jialong Zuo; Tao Jin 004; Zhou Zhao 001 (ICLR, 2025)

WavTokenizer: an Efficient Acoustic Discrete Codec Tokenizer for Audio Language Modeling. - Shengpeng Ji; Ziyue Jiang 001; Wen Wang 001; Yifu Chen; Minghui Fang 002; Jialong Zuo; Qian Yang 006; Xize Cheng; Zehan Wang 001; Ruiqi Li; Ziang Zhang; Xiaoda Yang; et al. (ICLR, 2025)

Spatial cascaded clustering and weighted memory for unsupervised person re-identification. - Jiahao Hong; Jialong Zuo; Chuchu Han; Ruochen Zheng; Ming Tian; Changxin Gao; Nong Sang (Image Vis. Comput., 2025)

Sparse Alignment Enhanced Latent Diffusion Transformer for Zero-Shot Speech Synthesis. - Ziyue Jiang 001; Yi Ren 006; Ruiqi Li; Shengpeng Ji; Zhenhui Ye; Chen Zhang 020; Jionghao Bai; Xiaoda Yang; Jialong Zuo; Yu Zhang 126; Rui Liu 008; Xiang Yin 006; et al. (CoRR, 2025)

WavReward: Spoken Dialogue Models With Generalist Reward Evaluators. - Shengpeng Ji; Tianle Liang; Yangzhuo Li; Jialong Zuo; Minghui Fang 002; Jinzheng He; Yifu Chen; Zhengqing Liu; Ziyue Jiang 001; Xize Cheng; Siqi Zheng; Jin Xu; et al. (CoRR, 2025)

ReID5o: Achieving Omni Multi-modal Person Re-identification in a Single Model. - Jialong Zuo; Yongtai Deng; Mengdan Tan; Rui Jin; Dongyue Wu; Nong Sang; Liang Pan; Changxin Gao (CoRR, 2025)

Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration. - Dongyue Wu; Zilin Guo; Jialong Zuo; Nong Sang; Changxin Gao (CoRR, 2025)