PKU@TRECVID2009: Single-Actor and Pair-Activity Event Detection in surveillance Video. - Zhipeng Hu; Guangnan Ye; Guochen Jia; Xibin Chen; Kaihua Jiang; Yaowei Wang 001; Yonghong Tian 001; Xihong Wu; Wen Gao 001; Qiong Hu; Lei Qing (TRECVID, 2009)

Columbia-UCF TRECVID2010 Multimedia Event Detection: Combining Multiple Modalities, Contextual Concepts, and Temporal Matching. - Yu-Gang Jiang 001; Xiaohong Zeng; Guangnan Ye; Dan Ellis; Shih-Fu Chang; Subhabrata Bhattacharya; Mubarak Shah (TRECVID, 2010)

Consumer video understanding: a benchmark database and an evaluation of human and machine performance. - Yu-Gang Jiang 001; Guangnan Ye; Shih-Fu Chang; Daniel P. W. Ellis; Alexander C. Loui (ICMR, 2011)

BBN VISER TRECVID 2011 Multimedia Event Detection System. - Pradeep Natarajan; Prem Natarajan; Vasant Manohar; Shuang Wu 003; Stavros Tsakalidis; Shiv Vitaladevuni; Xiaodan Zhuang; Rohit Prasad; Guangnan Ye; Dong Liu 001; I-Hong Jhuo; Shih-Fu Chang; et al. (TRECVID, 2011)

Robust late fusion with rank minimization. - Guangnan Ye; Dong Liu 001; I-Hong Jhuo; Shih-Fu Chang (CVPR, 2012)

Weak attributes for large-scale image retrieval. - Felix X. Yu; Rongrong Ji; Ming-Hen Tsai; Guangnan Ye; Shih-Fu Chang (CVPR, 2012)

Joint audio-visual bi-modal codewords for video event detection. - Guangnan Ye; I-Hong Jhuo; Dong Liu 001; Yu-Gang Jiang 001; D. T. Lee; Shih-Fu Chang (ICMR, 2012)

Hybrid social media network. - Dong Liu 001; Guangnan Ye; Ching-Ting Chen; Shuicheng Yan; Shih-Fu Chang (ACM Multimedia, 2012)

BBNVISER : BBN VISER TRECVID 2012 Multimedia Event Detection and Multimedia Event Recounting Systems. - Pradeep Natarajan; Prem Natarajan; Shuang Wu 003; Xiaodan Zhuang; Amelio Vázquez Reina; Shiv Vitaladevuni; Kleovoulos Tsourides; Carl Andersen 001; Rohit Prasad; Guangnan Ye; Dong Liu 001; Shih-Fu Chang; et al. (TRECVID, 2012)

Sample-Specific Late Fusion for Visual Category Recognition. - Dong Liu 001; Kuan-Ting Lai; Guangnan Ye; Ming-Syan Chen; Shih-Fu Chang (CVPR, 2013)

Large-Scale Video Hashing via Structure Learning. - Guangnan Ye; Dong Liu 001; Jun Wang 006; Shih-Fu Chang (ICCV, 2013)

BBN VISER TRECVID 2013 Multimedia Event Detection and Multimedia Event Recounting Systems. - Pradeep Natarajan; Shuang Wu 003; Florian Luisier; Xiaodan Zhuang; Manasvi Tickoo; Guangnan Ye; Dong Liu 001; Shih-Fu Chang; Imran Saleemi; Mubarak Shah; Vlad I. Morariu; Larry Davis 001; et al. (TRECVID, 2013)

Event-Driven Semantic Concept Discovery by Exploiting Weakly Tagged Internet Images. - Jiawei Chen; Yin Cui; Guangnan Ye; Dong Liu 001; Shih-Fu Chang (ICMR, 2014)

BBN VISER TRECVID 2014 Multimedia Event Detection and Multimedia Event Recounting Systems. - Florian Luisier; Manasvi Tickoo; Walter Andrews; Guangnan Ye; Dong Liu 001; Shih-Fu Chang; Ruslan Salakhutdinov; Vlad I. Morariu; Larry Davis 001; Abhinav Gupta 001; Ismail Haritaoglu; Sadiye Guler; et al. (TRECVID, 2014)

Discovering joint audio-visual codewords for video event detection. - I-Hong Jhuo; Guangnan Ye; Shenghua Gao; Dong Liu 001; Yu-Gang Jiang 001; D. T. Lee; Shih-Fu Chang (Mach. Vis. Appl., 2014)

Large Video Event Ontology Browsing, Search and Tagging (EventNet Demo). - Hongliang Xu; Guangnan Ye; Yitong Li; Dong Liu 001; Shih-Fu Chang (ACM Multimedia, 2015)

EventNet: A Large Scale Structured Concept Library for Complex Event Detection in Video. - Guangnan Ye; Yitong Li; Hongliang Xu; Dong Liu 001; Shih-Fu Chang (ACM Multimedia, 2015)

Large-Scale Video Event Detection. - Guangnan Ye (2015)

Towards Federated Graph Learning for Collaborative Financial Crimes Detection. - Toyotaro Suzumura; Yi Zhou 015; Nathalie Barcardo; Guangnan Ye; Keith Houck; Ryo Kawahara; Ali Anwar 001; Lucia Larise Stavarache; Daniel Klyashtorny; Heiko Ludwig; Kumar Bhaskaran (CoRR, 2019)

On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation. - Wei Zhang 057; Ziming Huang; Yada Zhu; Guangnan Ye; Xiaodong Cui; Fan Zhang 003 (ACL/IJCNLP (1), 2021)

On Sample Based Explanation Methods for NLP: Efficiency, Faithfulness, and Semantic Evaluation. - Wei Zhang 057; Ziming Huang; Yada Zhu; Guangnan Ye; Xiaodong Cui; Fan Zhang 003 (CoRR, 2021)

Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis. - Zixuan Yuan; Yada Zhu; Wei Zhang 057; Ziming Huang; Guangnan Ye; Hui Xiong 001 (CoRR, 2021)

VFLAIR: A Research Library and Benchmark for Vertical Federated Learning. - Tianyuan Zou; Zixuan Gu; Yu He; Hideaki Takahashi; Yang Liu 165; Guangnan Ye; Ya-Qin Zhang (CoRR, 2023)

R3-NL2GQL: A Hybrid Models Approach for for Accuracy Enhancing and Hallucinations Mitigation. - Yuhang Zhou; He Yu; Siyu Tian; Dan Chen; Liuzhi Zhou; Xinlin Yu; Chuanjun Ji; Sen Liu; Guangnan Ye; Hongfeng Chai (CoRR, 2023)

CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph. - Hongjie Xia; Huijie Ao; Long Li; Yu Liu; Sen Liu; Guangnan Ye; Hongfeng Chai (AAAI, 2024)

R³-NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL. - Yuhang Zhou; Yu He; Siyu Tian; Yuchen Ni; Zhangyue Yin; Xiang Liu; Chuanjun Ji; Sen Liu; Xipeng Qiu; Guangnan Ye; Hongfeng Chai (EMNLP (Findings), 2024)

White-box Multimodal Jailbreaks Against Large Vision-Language Models. - Ruofan Wang; Xingjun Ma; Hanxu Zhou; Chuanjun Ji; Guangnan Ye; Yu-Gang Jiang 001 (ACM Multimedia, 2024)

Are Large Language Models Rational Investors? - Yuhang Zhou; Yuchen Ni; Xiang Liu; Jian Zhang; Sen Liu; Guangnan Ye; Hongfeng Chai (CoRR, 2024)

Fraud Detection with Binding Global and Local Relational Interaction. - Haolin Li; Shuyang Jiang; Lifeng Zhang; Siyuan Du; Guangnan Ye; Hongfeng Chai (CoRR, 2024)

SilverSight: A Multi-Task Chinese Financial Large Language Model Based on Adaptive Semantic Space Learning. - Yuhang Zhou; Zeping Li; Siyu Tian; Yuchen Ni; Sen Liu; Guangnan Ye; Hongfeng Chai (CoRR, 2024)

The Dog Walking Theory: Rethinking Convergence in Federated Learning. - Kun Zhai; Yifeng Gao; Xingjun Ma; Difan Zou; Guangnan Ye; Yu-Gang Jiang 001 (CoRR, 2024)

FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning. - Liuzhi Zhou; Yu He; Kun Zhai; Xiang Liu; Sen Liu; Xingjun Ma; Guangnan Ye; Yu-Gang Jiang 001; Hongfeng Chai (CoRR, 2024)

DogLayout: Denoising Diffusion GAN for Discrete and Continuous Layout Generation. - Zhaoxing Gan; Guangnan Ye (CoRR, 2024)

DiffPatch: Generating Customizable Adversarial Patches using Diffusion Model. - Zhixiang Wang; Guangnan Ye; Xiaosen Wang; Siheng Chen; Zhibo Wang; Xingjun Ma; Yu-Gang Jiang 001 (CoRR, 2024)

ArtNVG: Content-Style Separated Artistic Neighboring-View Gaussian Stylization. - Zixiao Gu; Mengtian Li; Ruhua Chen; Zhongxia Ji; Sichen Guo; Zhenye Zhang; Guangnan Ye; Zuo Hu (CoRR, 2024)

VAEFL: Integrating variational autoencoders for privacy preservation and performance retention in federated learning. - Zhixin Li 003; Yicun Liu; Jiale Li; Guangnan Ye; Hongfeng Chai; Zhihui Lu 002; Jie Wu 003 (Secur. Saf., 2024)

Are LLMs Rational Investors? A Study on the Financial Bias in LLMs. - Yuhang Zhou; Yuchen Ni; Zhiheng Xi; Zhangyue Yin; Yu He; Gan Yunhui; Xiang Liu; Zhang Jian; Sen Liu; Xipeng Qiu; Yixin Cao; Guangnan Ye; et al. (ACL (Findings), 2025)

StageDesigner: Artistic Stage Generation for Scenography via Theater Scripts. - Zhaoxing Gan; Mengtian Li; Ruhua Chen; Zhongxia Ji; Sichen Guo; Huanling Hu; Guangnan Ye; Zuo Hu (CVPR, 2025)

Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks. - Yong Xie; Weijie Zheng; Hanxun Huang; Guangnan Ye; Xingjun Ma (CVPR, 2025)

Enhancing Federated Knowledge Distillation in Heterogeneous and Non-IID Scenarios. - Wenjie Lv; Yu He; Sen Liu; Xingjun Ma; Xiang Liu; Guangnan Ye; Hongfeng Chai (ICASSP, 2025)

FedCAda: Adaptive Client-Side Optimization for Accelerated and Stable Federated Learning. - Liuzhi Zhou; Yu He; Kun Zhai; Xiang Liu; Sen Liu; Xingjun Ma; Guangnan Ye; Hongfeng Chai (ICASSP, 2025)

ArtNVG: Content-Style Separated Artistic Neighboring-View Gaussian Stylization. - Zixiao Gu; Zhenye Zhang; Mengtian Li; Zhongxia Ji; Ruhua Chen; Zuo Hu; Guangnan Ye (ICMR, 2025)

FinIR: The 2nd Workshop on Financial Information Retrieval in the Era of Generative AI. - Fengbin Zhu; Yunshan Ma; Fuli Feng; Chao Wang 049; Huanbo Luan; Guangnan Ye; Shuo Zhang 006; Dhagash Mehta; Pingping Chen; Bing Xiang; Tat-Seng Chua (SIGIR, 2025)

MultiHGPT: Multi-task heterogeneous graph prompt tuning. - Yifan Wang; Yixin Cao 002; Zeping Li; Bowen Dong; Guangnan Ye; Hongfeng Chai (Inf. Process. Manag., 2025)

Teach2Eval: An Indirect Evaluation Method for LLM by Judging How It Teaches. - Yuhang Zhou; Xutian Chen; Yixin Cao; Yuchen Ni; Yu He; Siyu Tian; Xiang Liu; Jian Zhang; Chuanjun Ji; Guangnan Ye; Xipeng Qiu (CoRR, 2025)