RIS-Assisted Spectral Efficiency Enhancement for Vertical Sectorization Network. - Lu, Haoyu; Zhuang, Sihan; Zhuang, Hongcheng (IEEE Wirel. Commun. Lett., 2025)

Enhancing Sound-Based Sleep Quality Assessment by Multi-modal Knowledge Distillation. - Lu, Haoyu; Kato, Takafumi; Fukui, Ken-ichi (2025)

Efficient Motion-Aware Video MLLM. - Zhao, Zijia; Huo, Yuqi; Yue, Tongtian; Guo, Longteng; Lu, Haoyu; Wang, Bingning; Chen, Weipeng; Liu, Jing (2025)

Exploring the Design Space of Visual Context Representation in Video MLLMs. - Du, Yifan; Huo, Yuqi; Zhou, Kun; Zhao, Zijia; Lu, Haoyu; Huang, Han; Zhao, Xin; Wang, Bingning; Chen, Weipeng; Wen, Ji-Rong (2025)

Needle In A Video Haystack: A Scalable Synthetic Evaluator for Video MLLMs. - Zhao, Zijia; Lu, Haoyu; Huo, Yuqi; Du, Yifan; Yue, Tongtian; Guo, Longteng; Wang, Bingning; Chen, Weipeng; Liu, Jing (2025)

Kimi k1.5: Scaling Reinforcement Learning with LLMs. - Team, Kimi; Du, Angang; Gao, Bofei; Xing, Bowei; Jiang, Changjiu; Chen, Cheng; Li, Cheng; Xiao, Chenjun; Du, Chenzhuang; Liao, Chonghua; Tang, Chuning; Wang, Congcong; et al. (CoRR, 2025)

R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization. - Yang, Yi; He, Xiaoxuan; Pan, Hongkun; Jiang, Xiyan; Deng, Yan; Yang, Xingtao; Lu, Haoyu; Yin, Dacheng; Rao, Fengyun; Zhu, Minfeng; Zhang, Bo; Chen, Wei (CoRR, 2025)

Efficient Motion-Aware Video MLLM. - Zhao, Zijia; Huo, Yuqi; Yue, Tongtian; Guo, Longteng; Lu, Haoyu; Wang, Bingning; Chen, Weipeng; Liu, Jing (CoRR, 2025)

Sequential Monte Carlo with Gaussian Mixture Approximation for Infinite-Dimensional Statistical Inverse Problems. - Lu, Haoyu; Jia, Junxiong; Meng, Deyu (CoRR, 2025)

Kimi-VL Technical Report. - Du, Angang; Yin, Bohong; Xing, Bowei; Qu, Bowen; Wang, Bowen; Chen, Cheng; Zhang, Chenlin; Du, Chenzhuang; Wei, Chu; Wang, Congcong; Zhang, Dehao; Du, Dikang; et al. (CoRR, 2025)

BotCL: a social bot detection model based on graph contrastive learning. - Li, Yan; Li, Zhenyu; Gong, Daofu; Hu, Qian; Lu, Haoyu (Knowl. Inf. Syst., 2024)

VEMO: A Versatile Elastic Multi-modal Model for Search-Oriented Multi-task Learning. - Fei, Nanyi; Jiang, Hao; Lu, Haoyu; Long, Jinqiang; Dai, Yanqi; Fan, Tuo; Cao, Zhao; Lu, Zhiwu (2024)

Multi-Level Contrastive Learning For Hybrid Cross-Modal Retrieval. - Zhao, Yiming; Lu, Haoyu; Zhao, Shiqi; Wu, Haoran; Lu, Zhiwu (2024)

Progressive Image Synthesis from Semantics to Details with Denoising Diffusion GAN. - Yang, Guoxing; Lu, Haoyu; Li, Chongxuan; Zhou, Guang; Wu, Haoran; Lu, Zhiwu (2024)

UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling. - Lu, Haoyu; Huo, Yuqi; Yang, Guoxing; Lu, Zhiwu; Zhan, Wei; Tomizuka, Masayoshi; Ding, Mingyu (2024)

VDT: General-purpose Video Diffusion Transformers via Mask Modeling. - Lu, Haoyu; Yang, Guoxing; Fei, Nanyi; Huo, Yuqi; Lu, Zhiwu; Luo, Ping; Ding, Mingyu (2024)

Gridding Based Reconfigurable Intelligent Surface-aided Wireless Network Optimization. - Lu, Haoyu; Zhuang, Hongcheng; Zhang, Lin; Wang, Zhaocheng (2024)

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism. - Bi, Xiao; Chen, Deli; Chen, Guanting; Chen, Shanhuang; Dai, Damai; Deng, Chengqi; Ding, Honghui; Dong, Kai; Du, Qiushi; Fu, Zhe; Gao, Huazuo; Gao, Kaige; et al. (CoRR, 2024)

DeepSeek-VL: Towards Real-World Vision-Language Understanding. - Lu, Haoyu; Liu, Wen; Zhang, Bo; Wang, Bingxuan; Dong, Kai; Liu, Bo; Sun, Jingxiang; Ren, Tongzheng; Li, Zhuoshu; Yang, Hao; Sun, Yaofeng; Deng, Chengqi; et al. (CoRR, 2024)

Needle In A Video Haystack: A Scalable Synthetic Framework for Benchmarking Video MLLMs. - Zhao, Zijia; Lu, Haoyu; Huo, Yuqi; Du, Yifan; Yue, Tongtian; Guo, Longteng; Wang, Bingning; Chen, Weipeng; Liu, Jing (CoRR, 2024)

Towards Event-oriented Long Video Understanding. - Du, Yifan; Zhou, Kun; Huo, Yuqi; Li, Yifan; Zhao, Wayne Xin; Lu, Haoyu; Zhao, Zijia; Wang, Bingning; Chen, Weipeng; Wen, Ji-Rong (CoRR, 2024)

Exploring the Design Space of Visual Context Representation in Video MLLMs. - Du, Yifan; Huo, Yuqi; Zhou, Kun; Zhao, Zijia; Lu, Haoyu; Huang, Han; Zhao, Wayne Xin; Wang, Bingning; Chen, Weipeng; Wen, Ji-Rong (CoRR, 2024)

Beyond Filtering: Adaptive Image-Text Quality Enhancement for MLLM Pretraining. - Huang, Han; Huo, Yuqi; Zhao, Zijia; Lu, Haoyu; Wu, Shu; Wang, Bingning; Liu, Qiang; Chen, Weipeng; Wang, Liang (CoRR, 2024)

Functional normalizing flow for statistical inverse problems of partial differential equations. - Zhao, Yang; Lu, Haoyu; Jia, Junxiong; Zhou, Tao (CoRR, 2024)

Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval. - Lu, Haoyu; Huo, Yuqi; Ding, Mingyu; Fei, Nanyi; Lu, Zhiwu (Mach. Intell. Res., 2023)

PSMiner: A Pattern-Aware Accelerator for High-Performance Streaming Graph Pattern Mining. - Qi, Hao; Zhang, Yu; He, Ligang; Luo, Kang; Huang, Jun; Lu, Haoyu; Zhao, Jin; Jin, Hai (2023)

Speech and Noise Dual-Stream Spectrogram Refine Network With Speech Distortion Loss For Robust Speech Recognition. - Lu, Haoyu; Li, Nan; Song, Tongtong; Wang, Longbiao; Dang, Jianwu; Wang, Xiaobao; Zhang, Shiliang (2023)

BotCS: A Lightweight Model for Large-Scale Twitter Bot Detection Comparable to GNN-Based Models. - Lu, Haoyu; Gong, Daofu; Li, Zhenyu; Liu, Feng; Liu, Fenlin (2023)

A Topology Based Denoising Approach for 2D Scalar Fields. - Gong, Chun; Qiao, Yateng; Lu, Haoyu; Wang, Lipo (2023)

Shot Retrieval and Assembly with Text Script for Video Montage Generation. - Yang, Guoxing; Lu, Haoyu; Sun, Zelong; Lu, Zhiwu (2023)

UniAdapter: Unified Parameter-Efficient Transfer Learning for Cross-modal Modeling. - Lu, Haoyu; Ding, Mingyu; Huo, Yuqi; Yang, Guoxing; Lu, Zhiwu; Tomizuka, Masayoshi; Zhan, Wei (CoRR, 2023)

VDT: An Empirical Study on Video Diffusion with Transformers. - Lu, Haoyu; Yang, Guoxing; Fei, Nanyi; Huo, Yuqi; Lu, Zhiwu; Luo, Ping; Ding, Mingyu (CoRR, 2023)

speech and noise dual-stream spectrogram refine network with speech distortion loss for robust speech recognition. - Lu, Haoyu; Li, Nan; Song, Tongtong; Wang, Longbiao; Dang, Jianwu; Wang, Xiaobao; Zhang, Shiliang (CoRR, 2023)

MHCRoBERTa: pan-specific peptide-MHC class I binding prediction through transfer learning with label-agnostic protein sequences. - Wang, Fuxu; Wang, Haoyan; Wang, Lizhuang; Lu, Haoyu; Qiu, Shizheng; Zang, Tianyi; Zhang, Xinjun; Hu, Yang (Briefings Bioinform., 2022)

Image fragile watermarking algorithm based on deneighbourhood mapping. - Wang, Yilong; Li, Zhenyu; Gong, Daofu; Lu, Haoyu; Liu, Fenlin (IET Image Process., 2022)

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. - Lu, Haoyu; Fei, Nanyi; Huo, Yuqi; Gao, Yizhao; Lu, Zhiwu; Wen, Ji-Rong (2022)

Learning Versatile Neural Architectures by Propagating Network Codes. - Ding, Mingyu; Huo, Yuqi; Lu, Haoyu; Yang, Linjie; Wang, Zhe; Lu, Zhiwu; Wang, Jingdong; Luo, Ping (2022)

BMU-MoCo: Bidirectional Momentum Update for Continual Video-Language Modeling. - Gao, Yizhao; Fei, Nanyi; Lu, Haoyu; Lu, Zhiwu; Jiang, Hao; Li, Yijie; Cao, Zhao (2022)

LGDN: Language-Guided Denoising Network for Video-Language Modeling. - Lu, Haoyu; Ding, Mingyu; Fei, Nanyi; Huo, Yuqi; Lu, Zhiwu (2022)

Image Fragile Watermarking Algorithm Based on Deneighborhood Mapping. - Wang, Yilong; Li, Zhenyu; Gong, Daofu; Lu, Haoyu; Liu, Fenlin (CoRR, 2022)

COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval. - Lu, Haoyu; Fei, Nanyi; Huo, Yuqi; Gao, Yizhao; Lu, Zhiwu; Wen, Ji-Rong (CoRR, 2022)

Multimodal foundation models are better simulators of the human brain. - Lu, Haoyu; Zhou, Qiongyi; Fei, Nanyi; Lu, Zhiwu; Ding, Mingyu; Wen, Jingyuan; Du, Changde; Zhao, Xin; Sun, Hao; He, Huiguang; Wen, Ji-Rong (CoRR, 2022)

LGDN: Language-Guided Denoising Network for Video-Language Modeling. - Lu, Haoyu; Ding, Mingyu; Fei, Nanyi; Huo, Yuqi; Lu, Zhiwu (CoRR, 2022)

Monolingual Recognizers Fusion for Code-switching Speech Recognition. - Song, Tongtong; Xu, Qiang; Lu, Haoyu; Wang, Longbiao; Shi, Hao; Lin, Yuqin; Yang, Yanbing; Dang, Jianwu (CoRR, 2022)

Self-Supervised Video Representation Learning with Constrained Spatiotemporal Jigsaw. - Huo, Yuqi; Ding, Mingyu; Lu, Haoyu; Huang, Ziyuan; Tang, Mingqian; Lu, Zhiwu; Xiang, Tao (2021)

Compressed Video Contrastive Learning. - Huo, Yuqi; Ding, Mingyu; Lu, Haoyu; Fei, Nanyi; Lu, Zhiwu; Wen, Ji-Rong; Luo, Ping (2021)

WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-Training. - Huo, Yuqi; Zhang, Manli; Liu, Guangzhen; Lu, Haoyu; Gao, Yizhao; Yang, Guoxing; Wen, Jingyuan; Zhang, Heng; Xu, Baogui; Zheng, Weihao; Xi, Zongzheng; Yang, Yueqian; et al. (CoRR, 2021)

Learning Versatile Neural Architectures by Propagating Network Codes. - Ding, Mingyu; Huo, Yuqi; Lu, Haoyu; Yang, Linjie; Wang, Zhe; Lu, Zhiwu; Wang, Jingdong; Luo, Ping (CoRR, 2021)

WenLan 2.0: Make AI Imagine via a Multimodal Foundation Model. - Fei, Nanyi; Lu, Zhiwu; Gao, Yizhao; Yang, Guoxing; Huo, Yuqi; Wen, Jingyuan; Lu, Haoyu; Song, Ruihua; Gao, Xin; Xiang, Tao; Sun, Hao; Wen, Ji-Rong (CoRR, 2021)

PremPS: Predicting the impact of missense mutations on protein stability. - Chen, Yuting; Lu, Haoyu; Zhang, Ning; Zhu, Zefeng; Wang, Shuqin; Li, Minghui (PLoS Comput. Biol., 2020)

Deep neural network-based image copyright protection scheme. - Lu, Haoyu; Gong, Daofu; Liu, Fenlin; Wang, Ping; Kang, Yuhan (J. Electronic Imaging, 2019)

Affine invariant image watermarking scheme based on ASIFT and Delaunay tessellation. - Feng, Liu; Gong, Daofu; Liu, Fenlin; Lu, Haoyu (Multim. Tools Appl., 2019)