Second-order Information in First-order Optimization Methods. - Yuzheng Hu; Licong Lin; Shange Tang (CoRR, 2019)

Regional excitation-inhibition balance predicts default-mode network deactivation via functional connectivity. - Hong Gu; Yuzheng Hu; Xi Chen; Yong He 002; Yihong Yang (NeuroImage, 2019)

Don't Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript. - Fangcheng Fu; Yuzheng Hu; Yihan He; Jiawei Jiang 001; Yingxia Shao; Ce Zhang 001; Bin Cui 001 (ICML, 2020)

Modular segregation of task-dependent brain networks contributes to the development of executive function in children. - Chunjie Wang; Yuzheng Hu; Jian Weng 003; Feiyan Chen; Huafeng Liu 003 (NeuroImage, 2020)

Viewing personalized video clips recommended by TikTok activates default mode network and ventral tegmental area. - Conghui Su; Hui Zhou; Liangyu Gong; Binyu Teng; Fengji Geng; Yuzheng Hu (NeuroImage, 2021)

Towards Understanding the Data Dependency of Mixup-style Training. - Muthu Chidambaram; Xiang Wang 011; Yuzheng Hu; Chenwei Wu 002; Rong Ge 001 (ICLR, 2022)

Actor-critic is implicitly biased towards high entropy optimal policies. - Yuzheng Hu; Ziwei Ji; Matus Telgarsky (ICLR, 2022)

Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond. - Yuzheng Hu; Tianle Cai; Jinyong Shan; Shange Tang; Chaochao Cai; Ethan Song; Bo Li 026; Dawn Song (CoRR, 2022)

Diversity-Driven Multikernel Collaborative Representation Ensemble for Hyperspectral Image Classification. - Hongjun Su; Yuzheng Hu; Hongliang Lu; Weiwei Sun 005; Qian Du 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Understanding the Impact of Adversarial Robustness on Accuracy Disparity. - Yuzheng Hu; Fan Wu 011; Hongyang Zhang 001; Han Zhao 002 (ICML, 2023)

Revisiting Scalarization in Multi-Task Learning: A Theoretical Perspective. - Yuzheng Hu; Ruicheng Xian; Qilong Wu 002; Qiuling Fan; Lang Yin; Han Zhao 002 (NeurIPS, 2023)

Exploring the neural mechanisms underlying achalasia: A study of functional connectivity and regional brain activity. - Nina Zhang; Binyu Teng; Xinyi Lu; Liangliang Shi; Li Liu; Fan Zhou; Ni Jiang; Xin Zhang; Cong Wang; Shanshan Shen; Ruhua Zheng; Shu Zhang; et al. (NeuroImage, 2023)

HPL-ViT: A Unified Perception Framework for Heterogeneous Parallel LiDARs in V2V. - Yuhang Liu; Boyi Sun; Yuke Li; Yuzheng Hu; Fei-Yue Wang 001 (ICRA, 2024)

Most Influential Subset Selection: Challenges, Promises, and Beyond. - Yuzheng Hu; Pingbang Hu; Han Zhao 002; Jiaqi W. Ma (NeurIPS, 2024)

SoK: Privacy-Preserving Data Synthesis. - Yuzheng Hu; Fan Wu 011; Qinbin Li; Yunhui Long; Gonzalo Munilla Garrido; Chang Ge 002; Bolin Ding; David A. Forsyth; Bo Li 026; Dawn Song (SP, 2024)

The brain markers of creativity measured by divergent thinking in childhood: Hippocampal volume and functional connectivity. - Wen-Wen Xu; Liyuan Ren; Xiaoxin Hao; Donglin Shi; Yupu Ma; Yuzheng Hu; Long Xie; Fengji Geng (NeuroImage, 2024)

Neural substrates of attack event prediction in video games: the role of ventral posterior cingulate cortex and theory of mind network. - Zhiwei Ye; Chenyu Lv; Hui Zhou; Yanmeng Bao; Tiantian Hong; Qinghua He; Yuzheng Hu (NeuroImage, 2025)

Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic. - Yifei He; Yuzheng Hu; Yong Lin; Tong Zhang 001; Han Zhao 002 (Trans. Mach. Learn. Res., 2025)

Empirical Privacy Variance. - Yuzheng Hu; Fan Wu 011; Ruicheng Xian; Yuhang Liu; Lydia Zakynthinou; Pritish Kamath; Chiyuan Zhang; David A. Forsyth (CoRR, 2025)

MergeBench: A Benchmark for Merging Domain-Specialized LLMs. - Yifei He; Siqi Zeng 001; Yuzheng Hu; Rui Yang 010; Tong Zhang 001; Han Zhao 002 (CoRR, 2025)

A Snapshot of Influence: A Local Data Attribution Framework for Online Reinforcement Learning. - Yuzheng Hu; Fan Wu 011; Haotian Ye; David A. Forsyth; James Zou 001; Nan Jiang 008; Jiaqi W. Ma; Han Zhao 002 (CoRR, 2025)

Taming Hyperparameter Sensitivity in Data Attribution: Practical Selection Without Costly Retraining. - Weiyi Wang; Junwei Deng; Yuzheng Hu; Shiyuan Zhang; Xirui Jiang; Runting Zhang; Han Zhao 002; Jiaqi W. Ma (CoRR, 2025)

ACTG-ARL: Differentially Private Conditional Text Generation with RL-Boosted Control. - Yuzheng Hu; Ryan McKenna; Da Yu; Shanshan Wu; Han Zhao 002; Zheng Xu 002; Peter Kairouz (CoRR, 2025)