| 2026 | DEXA | Towards Efficient Quantity Retrieval from Text: An Approach via Description Parsing and Weak Supervision. | Yixuan Cao, Zhengrong Chen, Chengxuan Xia, Kun Wu, Ping Luo |
| 2025 | APWEB | GRAY: Enhancing Few-Shot NL2SQL Translation Through Incremental SQL Log-Based Demonstration Expansion. | Zhuo Chen, Kun Wu, Zhen Li, Yaxi Hou, Wenhu Yu, Zhongju Liu, Hangxuan Li, Zihang Liang, Haoyu Qin, Tonghui Ren, Zhenying He |
| 2025 | DAC | SSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training. | Kun Wu, Jeongmin Brian Park, Xiaofan Zhang, Mert Hidayetoglu, Vikram Sharma Mailthody, Sitao Huang, Steven S. Lumetta, Wen-Mei Hwu |
| 2025 | EMNLP | ThinkAnswer Loss: Balancing Semantic Similarity and Exact Matching for LLM Reasoning Enhancement. | Shan Yang, Kun Wu, Zeju Li, Linlin Zhang, Xiangyu Pei, Leike An, Yu Liu |
| 2025 | ICASSP | Unifying Within and Across: Intra-Modality Multi-View Fusion and Inter-Modality Alignment for Knowledge Graph Completion. | Zhen Li, Jibin Wang, Zhuo Chen, Kun Wu, Meng Ai, Leike An, Liqiang Wang, Haoxuan Li |
| 2025 | ICCV | Region-based Cluster Discrimination for Visual Representation Learning. | Yin Xie, Kaicheng Yang, Xiang An, Kun Wu, Yongle Zhao, Weimo Deng, Zimin Ran, Yumeng Wang, Ziyong Feng, Roy Miles, Ismail Elezi, Jiankang Deng |
| 2025 | ICCV | Training-Free Generation of Temporally Consistent Rewards from VLMs. | Yinuo Zhao, Jiale Yuan, Zhiyuan Xu, Xiaoshuai Hao, Xinyi Zhang, Kun Wu, Zhengping Che, Chi Harold Liu, Jian Tang |
| 2025 | IROS | Mamba Policy: Towards Efficient 3D Diffusion Policy with Hybrid Selective State Models. | Jiahang Cao, Qiang Zhang, Jingkai Sun, Jiaxu Wang, Hao Cheng, Yulin Li, Jun Ma, Kun Wu, Zhiyuan Xu, Yecheng Shao, Wen Zhao, Gang Han, Yijie Guo, Renjing Xu |
| 2025 | IROS | HACTS: a Human-As-Copilot Teleoperation System for Robot Learning. | Zhiyuan Xu, Yinuo Zhao, Kun Wu, Ning Liu, Junjie Ji, Zhengping Che, Chi Harold Liu, Jian Tang |
| 2025 | ICRA | Learning From Imperfect Demonstrations With Self-Supervision for Robotic Manipulation. | Kun Wu, Ning Liu, Zhen Zhao, Di Qiu, Jinming Li, Zhengping Che, Zhiyuan Xu, Jian Tang |
| 2025 | ICRA | Discrete Policy: Learning Disentangled Action Space for Multi-Task Robotic Manipulation. | Kun Wu, Yichen Zhu, Jinming Li, Junjie Wen, Ning Liu, Zhiyuan Xu, Jian Tang |
| 2025 | KDD | Verification of Incomplete Graph Unlearning through Adversarial Perturbations. | Kun Wu, Wendy Hui Wang |
| 2024 | ACL | SoMeLVLM: A Large Vision Language Model for Social Media Processing. | Xinnong Zhang, Haoyu Kuang, Xinyi Mou, Hanjia Lyu, Kun Wu, Siming Chen, Jiebo Luo, Xuanjing Huang, Zhongyu Wei |
| 2024 | ASPLOS | Hector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures. | Kun Wu, Mert Hidayetoglu, Xiang Song, Sitao Huang, Da Zheng, Israt Nisa, Wen-Mei Hwu |
| 2024 | COLING | PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph. | Kun Wu, Xinyi Mou, Lanqing Xue, Zhenzhe Ying, Weiqiang Wang, Qi Zhang, Xuanjing Huang, Zhongyu Wei |
| 2024 | ICDM | Adaptive Graph Neural Networks for Cold-Start Multimedia Recommendation. | Zhen Li, Jibin Wang, Zhuo Chen, Kun Wu, Yuanzhen Wei, Hai Huang |
| 2024 | IPIN | NIN-DSO: Neural Inertial Navigation Aided Direct Sparse Visual-Inertial Odometry. | Yilin Zhao, Yuhang Gao, Kun Wu, Long Zhao |
| 2024 | MICCAI | Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal. | Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng |
| 2024 | VTC | Joint Optimization in MEC Incorporating MD Preference: A Hybrid GA and AFSA Scheme. | Yunan Dong, Jianhua Pei, Kun Wu, Yuhan Dong, Xiao-Ping Zhang |
| 2024 | SC | Acceleration of Graph Neural Networks with Heterogenous Accelerators Architecture. | Kaiwen Cao, Archit Gajjar, Liad Gerstman, Kun Wu, Sai Rahul Chalamalasetti, Aditya Dhakal, Giacomo Pedretti, Pavana Prakash, Wen-Mei Hwu, Deming Chen, Dejan S. Milojicic |
| 2023 | EDBT | UniCache: Efficient Log Replication through Learning Workload Patterns. | Harald Ng, Kun Wu, Paris Carbone |
| 2023 | KDD | Certified Edge Unlearning for Graph Neural Networks. | Kun Wu, Jie Shen, Yue Ning, Ting Wang, Wendy Hui Wang |
| 2023 | MICCAI | Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning. | Kun Wu, Yushan Zheng, Jun Shi, Fengying Xie, Zhiguo Jiang |
| 2022 | AAAI | CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving. | Yinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang, Chi Harold Liu |
| 2022 | KDD | Graph Neural Network Training and Data Tiering. | Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-Mei Hwu |
| 2022 | MICCAI | Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis. | Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang |
| 2021 | EMNLP | Data Augmentation with Hierarchical SQL-to-Question Generation for Cross-domain Text-to-SQL Parsing. | Kun Wu, Lijie Wang, Zhenghua Li, Ao Zhang, Xinyan Xiao, Hua Wu, Min Zhang, Haifeng Wang |
| 2021 | FPGA | PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow. | Sitao Huang, Kun Wu, Hyunmin Jeong, Chengyue Wang, Deming Chen, Wen-Mei Hwu |
| 2021 | HPDC | TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes. | Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu |
| 2021 | ICCV | Hierarchical Graph Attention Network for Few-shot Visual-Semantic Learning. | Chengxiang Yin, Kun Wu, Zhengping Che, Bo Jiang, Zhiyuan Xu, Jian Tang |
| 2021 | IWCMC | Image Processing and Optimization Based on Multi-Azimuth Coupling of Large Plane Scanner. | Kun Wu, Na Yang, Xiaobao He |
| 2021 | IWQoS | EXTRA: An Experience-driven Control Framework for Distributed Stream Data Processing with a Variable Number of Threads. | Teng Li, Zhiyuan Xu, Jian Tang, Kun Wu, Yanzhi Wang |
| 2021 | IWQoS | Soudain: Online Adaptive Profile Configuration for Real-time Video Analytics. | Kun Wu, Yibo Jin, Weiwei Miao, Zeng Zeng, Zhuzhong Qian, Jingmian Wang, Mingxian Zhou, Tuo Cao |
| 2021 | PAKDD | Incorporating Relational Knowledge in Explainable Fake News Detection. | Kun Wu, Xu Yuan, Yue Ning |
| 2021 | SC | A Python-based High-Level Programming Flow for CPU-FPGA Heterogeneous Systems : (Invited Paper). | Sitao Huang, Kun Wu, Sai Rahul Chalamalasetti, Izzat El Hajj, Cong Xu, Paolo Faraboschi, Deming Chen |
| 2021 | WoWMoM | Service Placement and Bandwidth Allocation for MEC-enabled Mobile Cloud Gaming. | Tuo Cao, Zhuzhong Qian, Kun Wu, Mingxian Zhou, Yibo Jin |
| 2020 | EMNLP | DuSQL: A Large-Scale and Pragmatic Chinese Text-to-SQL Dataset. | Lijie Wang, Ao Zhang, Kun Wu, Ke Sun, Zhenghua Li, Hua Wu, Min Zhang, Haifeng Wang |
| 2020 | SMC | Multi-objective Discrete Brainstorming Optimizer for Stochastic Disassembly Line Balancing Problem Subject to Disassembly Failure. | Kun Wu, Xiwang Guo, MengChu Zhou, Shixin Liu, Liang Qi |
| 2019 | DAC | Memory-Bound Proof-of-Work Acceleration for Blockchain Applications. | Kun Wu, Guohao Dai, Xing Hu, Shuangchen Li, Xinfeng Xie, Yu Wang, Yuan Xie |
| 2019 | ICDCS | A Sybil-Resistant Truth Discovery Framework for Mobile Crowdsensing. | Jian Lin, Dejun Yang, Kun Wu, Jian Tang, Guoliang Xue |
| 2018 | SP | A Machine Learning Approach to Prevent Malicious Calls over Telephony Networks. | Huichen Li, Xiaojun Xu, Chang Liu, Teng Ren, Kun Wu, Xuezhi Cao, Weinan Zhang, Yong Yu, Dawn Song |
| 2017 | ICIG | Non-local L_0 L 0 Gradient Minimization Filter and Its Applications for Depth Image Upsampling. | Hang Yang, Xueqi Sun, Ming Zhu, Kun Wu |
| 2014 | ISITA | Joint turbo equalization and BICM-ID-based IDMA over frequency selective fading channels. | Kun Wu, Khoirul Anwar, Tad Matsumoto |
| 2012 | ICSE | Test case prioritization incorporating ordered sequence of program elements. | Kun Wu, Chunrong Fang, Zhenyu Chen, Zhihong Zhao |
| 2009 | GECCO | The stability study of biped robot based on GA and neural network. | Lun Xie, Zhiliang Wang, Kun Wu |
| 2009 | SMC | Facial Expression Recognition Using Embedded Hidden Markov Model. | Languang He, Xuan Wang, Chenglong Yu, Kun Wu |
| 2006 | HPCC | A Tree-Based Distributed Model for BGP Route Processing. | Kun Wu, Jianping Wu, Ke Xu |
| 2006 | ICCS | A Novel Control Plane Model of Extensible Routers. | Kun Wu, Jianping Wu, Ke Xu |
| 2006 | MICCAI | Nonrigid 3D Brain Registration Using Intensity/Feature Information. | Christine DeLorenzo, Xenophon Papademetris, Kun Wu, Kenneth P. Vives, Dennis D. Spencer, James S. Duncan |
| 2005 | AI | Modelling an Academic Curriculum Plan as a Mixed-Initiative Constraint Satisfaction Problem. | Kun Wu, William S. Havens |
| 2005 | GRC | Weak ratio rules between nonnegative real-valued data in transactional database. | Baoqing Jiang, Yang Xu, Qing Wei, Kun Wu |
| 2005 | ISPA | NDP2PSim: A NS2-Based Platform for Peer-to-Peer Network Simulations. | Kun Wu, Han Dai, Yang Zhang, Sanglu Lu, Daoxu Chen, Li Xie |
| 2001 | DEXA | Keys with Upward Wildcards for XML. | Wenfei Fan, Peter Schwenzer, Kun Wu |