Bo Hui

47 papers A* 8A 5B 5Misc 1Journal 22Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Forget Many, Forget Right: Scalable and Precise Concept Unlearning in Diffusion Models.
CoRR
Kaiyuan Deng, Gen Li, Yang Xiao, Bo Hui, Xiaolong Ma
2026 J jnl
Forget-It-All: Multi-Concept Machine Unlearning via Concept-Aware Neuron Masking.
CoRR
Kaiyuan Deng, Bo Hui, Gen Li, Jie Ji, Minghai Qin, Geng Yuan, Xiaolong Ma
2026 J jnl
From Bits to Chips: An LLM-based Hardware-Aware Quantization Agent for Streamlined Deployment of LLMs.
CoRR
Kaiyuan Deng, Hangyu Zheng, Minghai Qing, Kunxiong Zhu, Gen Li, Yang Xiao, Lan Emily Zhang, Linke Guo, Bo Hui, Yanzhi Wang, Geng Yuan, Gagan Agrawal, Wei Niu, Xiaolong Ma
2026 J jnl
Your Language Model Secretly Contains Personality Subnetworks.
CoRR
Ruimeng Ye, Zihan Wang, Zinan Ling, Yang Xiao, Manling Li, Xiaolong Ma, Bo Hui
2025 J jnl
CDGNet: A Cross-Time Dynamic Graph-Based Deep Learning Model for Vehicle-Based Traffic Speed Forecasting.
IEEE Trans. Intell. Veh.
Yuchen Fang, Haiyong Luo, Fang Zhao, Poly Z. H. Sun, Yanjun Qin, Liang Zeng, Bo Hui, Chenxing Wang
2025 A conf
DBA-DFL: Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning.
ECAI
Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui
2025 J jnl
Demystify Protein Generation with Hierarchical Conditional Diffusion Models.
CoRR
Zinan Ling, Yi Shi, Da Yan, Yang Zhou, Bo Hui
2025 A conf
Efficient Knowledge Graph Unlearning with Zeroth-order Information.
CIKM
Yang Xiao, Ruimeng Ye, Bohan Liu, Xiaolong Ma, Bo Hui
2025 J jnl
Efficient Knowledge Graph Unlearning with Zeroth-order Information.
CoRR
Yang Xiao, Ruimeng Ye, Bohan Liu, Xiaolong Ma, Bo Hui
2025 — conf
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective.
KDD (1)
Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng
2025 A conf
Evolutionary Quadtree Pooling for Convolutional Neural Networks.
GECCO
Po-Wei Harn, Bo Hui, Libo Sun, Wei-Shinn Ku
2025 B conf
Knowledge Graph Unlearning with Schema.
COLING
Yang Xiao, Ruimeng Ye, Bo Hui
2025 J jnl
LightCache: Memory-Efficient, Training-Free Acceleration for Video Generation.
CoRR
Yang Xiao, Gen Li, Kaiyuan Deng, Yushu Wu, Zheng Zhan, Yanzhi Wang, Xiaolong Ma, Bo Hui
2025 J jnl
Optimal Transport for Brain-Image Alignment: Unveiling Redundancy and Synergy in Neural Information Processing.
CoRR
Yang Xiao, Wang Lu, Jie Ji, Ruimeng Ye, Gen Li, Xiaolong Ma, Bo Hui
2025 B conf
Optimized Local Updates in Federated Learning via Reinforcement Learning.
IJCNN
Ali Murad, Bo Hui, Wei-Shinn Ku
2025 J jnl
Optimized Local Updates in Federated Learning via Reinforcement Learning.
CoRR
Ali Murad, Bo Hui, Wei-Shinn Ku
2025 J jnl
Sculpting Memory: Multi-Concept Forgetting in Diffusion Models via Dynamic Mask and Concept-Aware Optimization.
CoRR
Gen Li, Yang Xiao, Jie Ji, Kaiyuan Deng, Bo Hui, Linke Guo, Xiaolong Ma
2025 J jnl
The Right to be Forgotten in Pruning: Unveil Machine Unlearning on Sparse Models.
CoRR
Yang Xiao, Gen Li, Jie Ji, Ruimeng Ye, Xiaolong Ma, Bo Hui
2025 J jnl
Towards Distributed Backdoor Attacks with Network Detection in Decentralized Federated Learning.
CoRR
Bohan Liu, Yang Xiao, Ruimeng Ye, Zinan Ling, Xiaolong Ma, Bo Hui
2025 J jnl
Weak-to-Strong Generalization with Failure Trajectories: A Tree-based Approach to Elicit Optimal Policy in Strong Models.
CoRR
Ruimeng Ye, Zihan Wang, Yang Xiao, Zinan Ling, Manling Li, Bo Hui
2024 J jnl
A Survey of Lottery Ticket Hypothesis.
CoRR
Bohan Liu, Zijie Zhang, Peixiong He, Zhensen Wang, Yang Xiao, Ruimeng Ye, Yang Zhou, Wei-Shinn Ku, Bo Hui
2024 A conf
Advancing Certified Robustness of Explanation via Gradient Quantization.
CIKM
Yang Xiao, Zijie Zhang, Yuchen Fang, Da Yan, Yang Zhou, Wei-Shinn Ku, Bo Hui
2024 B conf
Bmt-Bench: A Benchmark Sports Dataset For Video Generation.
ICIP
Ziang Shi, Yang Xiao, Da Yan, Min-Te Sun, Wei-Shinn Ku, Bo Hui
2024 J jnl
Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective.
CoRR
Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, Kai Zheng
2024 Misc conf
Image Generation of Egyptian Hieroglyphs.
ICMLC
Song Gao, Bo Hui, Wanwan Li
2024 — conf
Visualizing and Analyzing Human Activity Patterns through Graph-Based Methods.
MLMI
Saima Ahmed Rahin, Bo Hui, Wanwan Li
2024 J jnl
Weak-to-Strong Generalization beyond Accuracy: a Pilot Study in Safety, Toxicity, and Legal Reasoning.
CoRR
Ruimeng Ye, Yang Xiao, Bo Hui
2023 — conf
A Novel Quadtree-Based Genetic Programming Search for Searchable Encryption Optimization.
GECCO Companion
Po-Wei Harn, Bo Hui, Sai Deepthi Yeddula, Libo Sun, Min-Te Sun, Wei-Shinn Ku
2023 A* conf
Constrained Market Share Maximization by Signal-Guided Optimization.
AAAI
Bo Hui, Yuchen Fang, Tian Xia, Sarp Aykent, Wei-Shinn Ku
2023 A* conf
Rethinking Graph Lottery Tickets: Graph Sparsity Matters.
ICLR
Bo Hui, Da Yan, Xiaolong Ma, Wei-Shinn Ku
2023 J jnl
Rethinking Graph Lottery Tickets: Graph Sparsity Matters.
CoRR
Bo Hui, Da Yan, Xiaolong Ma, Wei-Shinn Ku
2023 J jnl
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model.
CoRR
Chao Jiang, Bo Hui, Bohan Liu, Da Yan
2023 — conf
Traffic Accident Hotspot Prediction Using Temporal Convolutional Networks: A Spatio-Temporal Approach.
SIGSPATIAL/GIS
Sai Deepthi Yeddula, Chen Jiang, Bo Hui, Wei-Shinn Ku
2022 A* conf
A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space.
EMNLP
Bo Hui, Tian Xia, Wei-Shinn Ku
2022 B conf
APIP: Attention-based Protein Representation Learning for Protein-Ligand Interface Prediction.
IEEE Big Data
Tian Xia, Bo Hui, Wei-Shinn Ku
2022 B conf
IGRP: Iterative Gradient Rank Pruning for Finding Graph Lottery Ticket.
IEEE Big Data
Po-Wei Harn, Sai Deepthi Yeddula, Bo Hui, Jie Zhang, Libo Sun, Min-Te Sun, Wei-Shinn Ku
2022 A* conf
Low-rank Nonnegative Tensor Decomposition in Hyperbolic Space.
KDD
Bo Hui, Wei-Shinn Ku
2022 J jnl
RFID-Based Indoor Spatial Query Evaluation with Bayesian Filtering Techniques.
CoRR
Bo Hui, Wenlu Wang, Jiao Yu, Zhitao Gong, Wei-Shinn Ku, Min-Te Sun, Hua Lu
2022 A* conf
Time-sensitive POI Recommendation by Tensor Completion with Side Information.
ICDE
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
2021 J jnl
CDGNet: A Cross-Time Dynamic Graph-based Deep Learning Model for Traffic Forecasting.
CoRR
Yuchen Fang, Yanjun Qin, Haiyong Luo, Fang Zhao, Liang Zeng, Bo Hui, Chenxing Wang
2021 A* conf
EDGE: Entity-Diffusion Gaussian Ensemble for Interpretable Tweet Geolocation Prediction.
ICDE
Bo Hui, Haiquan Chen, Da Yan, Wei-Shinn Ku
2021 — conf
Indoor Navigation for Users with Mobility Aids Using Smartphones and Neighborhood Networks.
MSN
Bo Hui, Chen Jiang, Pavani Ankireddy, Wenlu Wang, Wei-Shinn Ku
2021 — conf
Node-Polysemy Aware Recommendation by Matrix Completion with Side Information.
IEEE BigData
Bo Hui, Da Yan, Wei-Shinn Ku
2021 A* conf
TrajNet: A Trajectory-Based Deep Learning Model for Traffic Prediction.
KDD
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
2021 A* conf
Trajectory WaveNet: A Trajectory-Based Model for Traffic Forecasting.
ICDM
Bo Hui, Da Yan, Haiquan Chen, Wei-Shinn Ku
2021 J jnl
sMGC: A Complex-Valued Graph Convolutional Network via Magnetic Laplacian for Directed Graphs.
CoRR
Jie Zhang, Bo Hui, Po-Wei Harn, Min-Te Sun, Wei-Shinn Ku
2020 A conf
Predicting Economic Growth by Region Embedding: A Multigraph Convolutional Network Approach.
CIKM
Bo Hui, Da Yan, Wei-Shinn Ku, Wenlu Wang