Publications (650)
Auditing Machine Unlearning: A Systematic Research on Whether Models Truly Forget
Dayong Ye, Tianqing Zhu, Ruiding Huang +5
A Broad Absorption Line Outflow Associated with the Broad Emission Line Region in the Quasar SDSS J075133.35+134548.3
Bo Liu, Hongyan Zhou, Xinwen Shu +4
Multi-View Semi-Supervised Label Distribution Learning with Local Structure Complementarity
Yanshan Xiao, Kaihong Wu, Bo Liu
EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs
Xiangyu Zhao, Bo Liu, Qijiong Liu +2
Effects of shallow carbon and deep N++ layer on the radiation hardness of IHEP-IME LGAD sensors
Mengzhao Li, Yunyun Fan, Xuewei Jia +23
Stable and Efficient Policy Evaluation
Daoming Lyu, Bo Liu, Matthieu Geist +3
Precision Higgs Physics at CEPC
Fenfen An, Yu Bai, Chunhui Chen +68
Measurement of undulator section wakefield at the SXFEL test facility
He Liu, Hanxiang Yang, Nanshun Huang +5
How Good Are LLMs at Out-of-Distribution Detection?
Bo Liu, Liming Zhan, Zexin Lu +3
Envision: Embodied Visual Planning via Goal-Imagery Video Diffusion
Yuming Gu, Yizhi Wang, Yining Hong +9
Dzyaloshinskii-Moriya Gradients Unlock Topological Dimensional Reduction in Magnetic Hopfions
Kui Yuan, Hailong Shen, Jiawei Dong +12
Large Language Model-Based Intelligent Antenna Design System
Tao Wu, Kexue Fu, Qiang Hua +2
First Lasing and Stable Operation of a Direct-Amplification Enabled Harmonic Generation Free-Electron laser
Zheng Qi, Junhao Liu, Lanpeng Ni +27
Trusted AI in Multi-agent Systems: An Overview of Privacy and Security for Distributed Learning
Chuan Ma, Jun Li, Kang Wei +5
HardBoost: Boosting Zero-Shot Learning with Hard Classes
Bo Liu, Lihua Hu, Zhanyi Hu +1
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning
Xinyang Liu, Pengchao Han, Xuan Li +1
Localization-delocalization Transition in an electromagnetically induced photonic lattice
Rui Tian, Shuai Li, Maksims Arzamasovs +3
Spin-wave focusing induced skyrmion generation
Zhenyu Wang, Z. -X. Li, Ruifang Wang +4
Human and AI collaboration for pulmonary nodule segmentation
Hongqiao Dong, Wenhao Chi, Ruobing Liang +9
A Theoretical Understanding of Gradient Bias in Meta-Reinforcement Learning
Xidong Feng, Bo Liu, Jie Ren +5
Principal Stratification with Time-to-Event Outcomes
Bo Liu, Lisa Wruck, Fan Li
KOAL: Knowledge-Driven Prostate Cancer Grading with Ordinal-Aware Learning
Zheng Guo, Jiaqi Cui, Haocheng Xiong +5
SMI: Statistical Membership Inference for Reliable Unlearned Model Auditing
Jialong Sun, Zeming Wei, Jiaxuan Zou +6
Data Duplication: A Novel Multi-Purpose Attack Paradigm in Machine Unlearning
Dayong Ye, Tianqing Zhu, Jiayang Li +5
The performance of large-pitch AC-LGAD with different N+ dose
Mengzhao Li, Weiyi Sun, Zhijun Liang +13
Neutron-diffraction and linear {Grüneisen} parameter studies of magnetism in NdFe$_2$Ga$_8$
Xingyu Wang, Cuixiang Wang, Bo Liu +8
Prior-Guided DETR for Ultrasound Nodule Detection
Jingjing Wang, Zhuo Xiao, Xinning Yao +4
Intelligent Robotic Control System Based on Computer Vision Technology
Chang Che, Haotian Zheng, Zengyi Huang +2
Deflecting cavity dynamics for time-resolved machine studies of SXFEL user facility
Minghao Song, Haixiao Deng, Bo Liu +1
O$^2$TD: (Near)-Optimal Off-Policy TD Learning
Bo Liu, Daoming Lyu, Wen Dong +1
Finite-Sample Analysis of Proximal Gradient TD Algorithms
Bo Liu, Ji Liu, Mohammad Ghavamzadeh +2
MRFI: An Open Source Multi-Resolution Fault Injection Framework for Neural Network Processing
Haitong Huang, Cheng Liu, Bo Liu +3
DiBS: Diffusion-Informed Branch Selection
Bo Liu, Yuan Xie, Yuan Gao +4
Understanding User Topic Preferences across Multiple Social Networks
Ziqing Zhu, Jiuxin Cao, Tao Zhou +2
Enhancing Multi-Hop Knowledge Graph Reasoning through Reward Shaping Techniques
Chen Li, Haotian Zheng, Yiping Sun +5
Discovery of the Superconductivity in 3d Element Ni doped IrTe$_2$
Qiang Jing, Ping Li, Yunze Long +11
Effect of Dzyaloshinskii-Moriya interaction on magnetic vortex switching driven by radial spin waves
Zhenyu Wang, Yunshan Cao, Ruifang Wang +3
HiLa: Hierarchical Vision-Language Collaboration for Cancer Survival Prediction
Jiaqi Cui, Lu Wen, Yuchen Fei +4
Dealing With Heterogeneous 3D MR Knee Images: A Federated Few-Shot Learning Method With Dual Knowledge Distillation
Xiaoxiao He, Chaowei Tan, Bo Liu +8
Self-referenced Spectral Interferometry for Single-shot Characterization of Ultrashort Free-electron Laser Pulses
Yaozong Xiao, Hao Sun, Bo Liu +2
Pseudomagnetic Control of Light Waves in the Electrically Tunable Photonic Crystals with Deformation Engineering
Zhipeng Qi, Hao Sun, Guohua Hu +7
QUOTA: The Quantile Option Architecture for Reinforcement Learning
Shangtong Zhang, Borislav Mavrin, Linglong Kong +2
Gradient Residual Connections
Yangchen Pan, Qizhen Ying, Philip Torr +1
Antiferromagnetic Ordering Enhanced Magnetic Damping in Mn2Au/CoFeB Bilayers
Donghang Xie, Haozhe Wang, Zhe Zhang +12
Inpainting-Guided Policy Optimization for Diffusion Large Language Models
Siyan Zhao, Mengchen Liu, Jing Huang +8
External Reliable Information-enhanced Multimodal Contrastive Learning for Fake News Detection
Biwei Cao, Qihang Wu, Jiuxin Cao +2
Llama-Embed-Nemotron-8B: A Universal Text Embedding Model for Multilingual and Cross-Lingual Tasks
Yauhen Babakhin, Radek Osmulski, Ronay Ak +5
Learning Stateful Predictive Knowledge From Experience
Yan Song, Xidong Feng, Bo Liu +7
An AI-driven EDA Algorithm-Empowered VCO and LDO Co-Design Method
Yijia Hao, Maarten Strackx, Miguel Gandara +2
Semantic-diversity transfer network for generalized zero-shot learning via inner disagreement based OOD detector
Bo Liu, Qiulei Dong, Zhanyi Hu
Understanding Global Loss Landscape of One-hidden-layer ReLU Networks, Part 1: Theory
Bo Liu
Hyperon-Nucleon Spectrometer
Xiaozhi Bai, Xu Cao, Zhe Cao +237
Enhancing Hierarchical Reinforcement Learning through Change Point Detection in Time Series
Hemanath Arumugam, Falong Fan, Bo Liu
IGroupSS-Mamba: Interval Group Spatial-Spectral Mamba for Hyperspectral Image Classification
Yan He, Bing Tu, Puzhao Jiang +3
Functoriality of equivariant eta forms
Bo Liu
Depth-aware Test-Time Training for Zero-shot Video Object Segmentation
Weihuang Liu, Xi Shen, Haolun Li +4
Energy recovery operation for continuous-wave X-ray free-electron lasers
Guanglei Wang, Jiawei Yan, Nanshun Huang +7
Pinning consensus in networks of multiagents via a single impulsive controller
Bo Liu, Wenlian Lu, Tianping Chen
The SLT 2021 children speech recognition challenge: Open datasets, rules and baselines
Fan Yu, Zhuoyuan Yao, Xiong Wang +6
Communication Efficient Distributed Training with Distributed Lion
Bo Liu, Lemeng Wu, Lizhang Chen +5
Deep Expert Injection for Anchoring Retinal VLMs with Domain-Specific Knowledge
Shuai Lu, Meng Wang, Jia Guo +6
Communication-Efficient and Personalized Federated Foundation Model Fine-Tuning via Tri-Matrix Adaptation
Yongle Li, Bo Liu, Sheng Huang +3
Engineering bandgaps of monolayer MoS2 and WS2 on fluoropolymer substrates by electrostatically tuned many-body effects
Bo Liu, Weijie Zhao, Zijing Ding +6
The Layer-inserting Growth of Antiferromagnetic Topological Insulator MnBi$_2$Te$_4$ Based on Symmetry and Its X-ray Photoelectron Spectroscopy
Fei Jiao, Jingfeng Wang, Xianyu Wang +12
Photoionization-driven Absorption Lines Variability in Balmer Absorption Line Quasar LBQS 1206+1052
Luming Sun, Hongyan Zhou, Tuo Ji +10
Benchmarking Reinforcement Learning Techniques for Autonomous Navigation
Zifan Xu, Bo Liu, Xuesu Xiao +2
Chromatic Effect for THz Generation in a Novel Wave-front Tilt Scheme
Bin Li, Wenyan Zhang, Xiaoqing Liu +13
GEM: A Gym for Agentic LLMs
Zichen Liu, Anya Sims, Keyu Duan +16
Positive Text Reframing under Multi-strategy Optimization
Shutong Jia, Biwei Cao, Qingqing Gao +2
Non-equilibrium dynamics of ultracold lattice bosons inside a cavity
Huan Wang, Xiayao He, Shuai Li +2
Suppression of p-Wave Altermagnetism by Localized 4f Electrons in CeNiAsO
Jiuxiang Zhang, Yueyang Sun, Honglin Zhou +32
TextArena
Leon Guertler, Bobby Cheng, Simon Yu +3
Robust Conditional GAN from Uncertainty-Aware Pairwise Comparisons
Ligong Han, Ruijiang Gao, Mun Kim +3
GEMeX-RMCoT: An Enhanced Med-VQA Dataset for Region-Aware Multimodal Chain-of-Thought Reasoning
Bo Liu, Xiangyu Zhao, Along He +3
Experimental demonstration of longitudinal beam phase space linearizer in a free-electron laser facility by corrugated structures
Haixiao Deng, Meng Zhang, Chao Feng +19
An Iterative Co-Training Transductive Framework for Zero Shot Learning
Bo Liu, Lihua Hu, Qiulei Dong +1
Evaluation of Large Language Models for Numeric Anomaly Detection in Power Systems
Yichen Liu, Hongyu Wu, Bo Liu
FeCaffe: FPGA-enabled Caffe with OpenCL for Deep Learning Training and Inference on Intel Stratix 10
Ke He, Bo Liu, Yu Zhang +2
How Does a Deep Learning Model Architecture Impact Its Privacy? A Comprehensive Study of Privacy Attacks on CNNs and Transformers
Guangsheng Zhang, Bo Liu, Huan Tian +3
State independent QKD
Robert Kindler, Johannes Handsteiner, Jaroslav Kysela +3
Privacy Preservation in Location-Based Services: A Novel Metric and Attack Model
Sina Shaham, Ming Ding, Bo Liu +2
Quantum temporal steering in a dephasing channel with quantum criticality
Bo Liu, Yixiao Huang, Zhe Sun
Neutron Spin Resonance Near a Lifshitz Transition in Overdoped Ba$_{0.4}$K$_{0.6}$Fe$_2$As$_2$
Yang Li, Dingsong Wu, Yingjie Shu +11
Differential K-theory and localization formula for $η$-invariants
Bo Liu, Xiaonan Ma
Multiple Instance Learning Framework with Masked Hard Instance Mining for Gigapixel Histopathology Image Analysis
Wenhao Tang, Sheng Huang, Heng Fang +3
Isolated attosecond free-electron laser based on a sub-cycle driver from hollow capillary fibers
Yaozong Xiao, Tiandao Chen, Bo Liu +4
Fully passive entanglement based quantum key distribution scheme
Bo Liu, Matej Pivoluska, Johannes Handsteiner +5
Longhorn: State Space Models are Amortized Online Learners
Bo Liu, Rui Wang, Lemeng Wu +3
Polar Codes-based Information Reconciliation Scheme with Frozen Bits Erasure Strategy for Quantum Key Distribution
Bang-Ying Tang, Chun-Qing Wu, Wei Peng +2
CoPlay: Audio-agnostic Cognitive Scaling for Acoustic Sensing
Yin Li, Bo Liu, Rajalakshmi Nanadakumar
Development of a Cost-Effective Simulation Tool for Loss of Flow Accident Transients in High-Temperature Gas-cooled Reactors
Bo Liu, Wei Wang, Charles Moulinec +5
Hollow-Core Fiber for Long-Span Optical Frequency Transfer: Improved Instability and Extended Single-Span Reach
Qian Zhou, Ru Yuan, Xiang Zhang +12
Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge
Bo Liu
t-DGR: A Trajectory-Based Deep Generative Replay Method for Continual Learning in Decision Making
William Yue, Bo Liu, Peter Stone
Clock Synchronization for Drone-Based Entanglement Quantum Key Distribution
Jinquan Huang, Bangying Tang, Hui Han +9
Real embedding and equivariant eta forms
Bo Liu
MAGREF: Masked Guidance for Any-Reference Video Generation with Subject Disentanglement
Yufan Deng, Yuanyang Yin, Xun Guo +8
Coexistence of Gravitationally Bound and Radiation Driven CIV Emission Line Regions in Active Galactic Nuclei
Huiyuan Wang, Tinggui Wang, Hongyan Zhou +4
$λ$-ring structure in differential K-theory
Bo Liu, Xiaonan Ma
Sample size and power calculations for causal inference with time-to-event outcomes
Chengxin Yang, Bo Liu, Fan Li