| 2026 | AAAI | Q Cache: Visual Attention Is Valuable in Less than Half of Decode Layers for Multimodal Large Language Model. | Jiedong Zhuang, Lu Lu, Ming Dai, Rui Hu, Jian Chen, Qiang Liu, Haoji Hu |
| 2026 | ACL | RLShield: Dynamic Jailbreak Detection for LLMs via Reinforced Adaptive Learning. | Zhao Tong, Pengfei Yang, Yimeng Gu, Haichao Shi, Qiang Liu, Xingcheng Xu, Shu Wu, Xiao-Yu Zhang |
| 2026 | ACL | MorphoBench: A Benchmark with Difficulty Adaptive to Model Reasoning. | Xukai Wang, Xuanbo Liu, Mingrui Chen, Haitian Zhong, Xuanlin Yang, Bohan Zeng, Jinbo Hu, Hao Liang, Junbo Niu, Xuchen Li, Ruitao Wu, Ruichuan An, Yang Shi, Liu Liu, Qiang Liu, Zhouchen Lin, Xu-Yao Zhang, Wentao Zhang, Bin Dong |
| 2026 | ACL | From Completion to Editing: Unlocking Context-Aware Code Infilling via Search-and-Replace Instruction Tuning. | Jiajun Zhang, Zeyu Cui, Jiaxi Yang, Lei Zhang, Yuheng Jing, Zeyao Ma, Tianyi Bai, Zilei Wang, Qiang Liu, Liang Wang, Binyuan Hui, Junyang Lin |
| 2026 | ACL | RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation. | Jiajun Zhang, Yuying Li, Zhixun Li, Xingyu Guo, Jingzhuo Wu, Leqi Zheng, Yiran Yang, Jianke Zhang, Qingbin Li, Shannan Yan, Changguo Jia, Junfei Wu, Zilei Wang, Qiang Liu, Liang Wang |
| 2026 | ASPDAC | An Efficient Defense Method Based on Progressive Fault-Aware Training and JS Divergence-Guided TMR for DNNs against Bit-Flip Attacks. | Huarun Zhou, Ran Dong, Zhaohui Guo, Qiang Liu |
| 2026 | ASPLOS | RedFuser: An Automatic Operator Fusion Framework for Cascaded Reductions on AI Accelerators. | Xinsheng Tang, Yangcheng Li, Nan Wang, Zhiyi Shu, Xingyu Ling, Junna Xing, Peng Zhou, Qiang Liu |
| 2026 | DASFAA | Large Language Model-Enhanced Dense Retrieval for Food-Related Search on Meituan. | Yuluo Chen, Haorui Li, Tai Guo, Junda She, Siyu Lu, Qiang Liu, Jun Lei, Xingxing Wang, Cheng Yang |
| 2026 | FAST | Cost-efficient Archive Cloud Storage with Tape: Design and Deployment. | Qing Wang, Fan Yang, Qiang Liu, Geng Xiao, Yongpeng Chen, Hao Lan, Leiming Chen, Bangzhu Chen, Chenrui Liu, Pingchang Bai, Bin Huang, Zigan Luo, Mingyu Xie, Yu Wang, Youyou Lu, Huatao Wu, Jiwu Shu |
| 2026 | FCCM | EDSSC: An Efficient FPGA-based Accelerator for Dynamic Sparse Spectral Clustering. | Zhengyan Liu, Ce Guo, Zehuan Zhang, Qiang Liu, Wayne Luk |
| 2026 | FPGA | CODESCA: Co-Design for Spectral Clustering Acceleration. | Zhengyan Liu, Ce Guo, Zehuan Zhang, Qiang Liu, Wayne Luk |
| 2025 | AAAI | CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation. | Yuting Liu, Jinghao Zhang, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang |
| 2025 | AAAI | ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming. | Jiedong Zhuang, Lu Lu, Ming Dai, Rui Hu, Jian Chen, Qiang Liu, Haoji Hu |
| 2025 | ACL | Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models. | Xinlong Chen, Yuanxing Zhang, Qiang Liu, Junfei Wu, Fuzheng Zhang, Tieniu Tan |
| 2025 | ACL | VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation. | Xinlong Chen, Yuanxing Zhang, Chongling Rao, Yushuo Guan, Jiaheng Liu, Fuzheng Zhang, Chengru Song, Qiang Liu, Di Zhang, Tieniu Tan |
| 2025 | ACL | A²ATS: Retrieval-Based KV Cache Reduction via Windowed Rotary Position Embedding and Query-Aware Vector Quantization. | Junhui He, Junna Xing, Nan Wang, Rui Xu, Shangyu Wu, Peng Zhou, Qiang Liu, Chun Jason Xue, Qingan Li |
| 2025 | ACL | Divide-Then-Align: Honest Alignment based on the Knowledge Boundary of RAG. | Xin Sun, Jianan Xie, Zhongqi Chen, Qiang Liu, Shu Wu, Yuehe Chen, Bowen Song, Zilei Wang, Weiqiang Wang, Liang Wang |
| 2025 | ACL | Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling. | Zhao Tong, Yimeng Gu, Huidong Liu, Qiang Liu, Shu Wu, Haichao Shi, Xiao-Yu Zhang |
| 2025 | ACL | Personalized Text Generation with Contrastive Activation Steering. | Jinghao Zhang, Yuting Liu, Wenjie Wang, Qiang Liu, Shu Wu, Liang Wang, Tat-Seng Chua |
| 2025 | ACL | SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection. | Mingqing Zhang, Qiang Liu, Xiang Tao, Shu Wu, Liang Wang |
| 2025 | AISTATS | Memory-Efficient Optimization with Factorized Hamiltonian Descent. | Son Nguyen, Lizhang Chen, Bo Liu, Qiang Liu |
| 2025 | AISTATS | SteinDreamer: Variance Reduction for Text-to-3D Score Distillation via Stein Identity. | Peihao Wang, Zhiwen Fan, Dejia Xu, Dilin Wang, Sreyas Mohan, Forrest N. Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra |
| 2025 | AsiaCCS | REFLECTA: Reflection-based Scalable and Semantic Scripting Language Fuzzing. | Chibin Zhang, Gwangmu Lee, Qiang Liu, Mathias Payer |
| 2025 | ASPDAC | ACLAM: Accuracy-Configurable Logarithmic Approximate Floating-point Multiplier. | Zhongyu Guan, Qiang Liu, Guangdong Lin |
| 2025 | AVSS | Improved Transformer Attention Neural Network for Cognitive Estimation from Brain sMRI. | Yanteng Zhang, Songheng Li, Congyu Zou, Qiang Liu, Vince D. Calhoun |
| 2025 | CVPR | AMO Sampler: Enhancing Text Rendering with Overshooting. | Xixi Hu, Keyang Xu, Bo Liu, Qiang Liu, Hongliang Fei |
| 2025 | CVPR | Steepest Descent Density Control for Compact 3D Gaussian Splatting. | Peihao Wang, Yuehao Wang, Dilin Wang, Sreyas Mohan, Zhiwen Fan, Lemeng Wu, Ruisi Cai, Yu-Ying Yeh, Zhangyang Wang, Qiang Liu, Rakesh Ranjan |
| 2025 | CVPR | InsightEdit: Towards Better Instruction Following for Image Editing. | Yingjing Xu, Jie Kong, Jiazhi Wang, Xiao Pan, Bo Lin, Qiang Liu |
| 2025 | DASFAA | Towards Unified Modeling for Positive and Negative Preferences in Sign-Aware Recommendation. | Yuting Liu, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang |
| 2025 | EMNLP | Attention-guided Self-reflection for Zero-shot Hallucination Detection in Large Language Models. | Qiang Liu, Xinlong Chen, Yue Ding, Bowen Song, Weiqiang Wang, Shu Wu, Liang Wang |
| 2025 | EMNLP | Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization. | Yunyue Su, Zhang Jinshuai, Bowen Fang, Wen Ye, Jinghao Zhang, Bowen Song, Weiqiang Wang, Qiang Liu, Liang Wang |
| 2025 | EMNLP | SHARP: Steering Hallucination in LVLMs via Representation Engineering. | Junfei Wu, Yue Ding, Guofan Liu, Tianze Xia, Ziyue Huang, Dianbo Sui, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan |
| 2025 | EMNLP | GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation. | Wen Ye, Zhaocheng Liu, Yuwei Gui, Tingyu Yuan, Yunyue Su, Bowen Fang, Chaoyang Zhao, Qiang Liu, Liang Wang |
| 2025 | EMNLP | KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing. | Mengqi Zhang, Bowen Fang, Qiang Liu, Xiaotian Ye, Shu Wu, Pengjie Ren, Zhumin Chen, Liang Wang |
| 2025 | EMNLP | REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing. | Haitian Zhong, Yuhuan Liu, Ziyang Xu, Guofan Liu, Qiang Liu, Shu Wu, Zhe Zhao, Liang Wang, Tieniu Tan |
| 2025 | HPCA | NVMePass: A Lightweight, High-performance and Scalable NVMe Virtualization Architecture with I/O Queues Passthrough. | Yiquan Chen, Zhen Jin, Yijing Wang, Yi Chen, Jiexiong Xu, Hao Yu, Jinlong Chen, Wenhai Lin, Kanghua Fang, Keyao Zhang, Chengkun Wei, Qiang Liu, Yuan Xie, Wenzhi Chen |
| 2025 | ICASSP | Harnessing Content and Structure in ID for Multimodal Recommendation. | Yuting Liu, Enneng Yang, Yizhou Dang, Guibing Guo, Qiang Liu, Yuliang Liang, Linying Jiang, Xingwei Wang |
| 2025 | ICASSP | Boolean matrix compressed sensing. | Qiang Liu, Mahdi Soleymani, Hessam Mahdavifar |
| 2025 | ICCV | Improving Rectified Flow with Boundary Conditions. | Xixi Hu, Runlong Liao, Keyang Xu, Bo Liu, Yeqing Li, Eugene Ie, Hongliang Fei, Qiang Liu |
| 2025 | ICCV | LIRA: Inferring Segmentation in Large Multi-Modal Models with Local Interleaved Region Assistance. | Zhang Li, Biao Yang, Qiang Liu, Shuo Zhang, Zhiyin Ma, Liang Yin, Linger Deng, Yabo Sun, Yuliang Liu, Xiang Bai |
| 2025 | ICLR | Longhorn: State Space Models are Amortized Online Learners. | Bo Liu, Rui Wang, Lemeng Wu, Yihao Feng, Peter Stone, Qiang Liu |
| 2025 | ICLR | MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra. | Liang Wang, Shaozhen Liu, Yu Rong, Deli Zhao, Qiang Liu, Shu Wu, Liang Wang |
| 2025 | ICLR | ConFIG: Towards Conflict-free Training of Physics Informed Neural Networks. | Qiang Liu, Mengyu Chu, Nils Thuerey |
| 2025 | ICLR | PN-GAIL: Leveraging Non-optimal Information from Imperfect Demonstrations. | Qiang Liu, Huiqiao Fu, Kaiqiang Tang, Chunlin Chen, Daoyi Dong |
| 2025 | ICLR | Uncovering Overfitting in Large Language Model Editing. | Mengqi Zhang, Xiaotian Ye, Qiang Liu, Shu Wu, Pengjie Ren, Zhumin Chen |
| 2025 | ICLR | Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows. | Xiangxin Zhou, Yi Xiao, Haowei Lin, Xinheng He, Jiaqi Guan, Yang Wang, Qiang Liu, Feng Zhou, Liang Wang, Jianzhu Ma |
| 2025 | ICML | SKIM: Any-bit Quantization Pushing The Limits of Post-Training Quantization. | Runsheng Bai, Bo Liu, Qiang Liu |
| 2025 | ICML | PDE-Transformer: Efficient and Versatile Transformers for Physics Simulations. | Benjamin J. Holzschuh, Qiang Liu, Georg Kohl, Nils Thuerey |
| 2025 | ICML | PIPA: Preference Alignment as Prior-Informed Statistical Estimation. | Junbo Li, Zhangyang Wang, Qiang Liu |
| 2024 | AAAI | Rethinking Graph Masked Autoencoders through Alignment and Uniformity. | Liang Wang, Xiang Tao, Qiang Liu, Shu Wu, Liang Wang |
| 2024 | AAAI | Heterogeneous Graph Reasoning for Fact Checking over Texts and Tables. | Haisong Gong, Weizhi Xu, Shu Wu, Qiang Liu, Liang Wang |
| 2024 | AAAI | Layer Compression of Deep Networks with Straight Flows. | Chengyue Gong, Xiaocong Du, Bhargav Bhushanam, Lemeng Wu, Xingchao Liu, Dhruv Choudhary, Arun Kejariwal, Qiang Liu |
| 2024 | AAAI | Text-Guided Molecule Generation with Diffusion Language Model. | Haisong Gong, Qiang Liu, Shu Wu, Liang Wang |
| 2024 | ACL | EX-FEVER: A Dataset for Multi-hop Explainable Fact Verification. | Huanhuan Ma, Weizhi Xu, Yifan Wei, Liuji Chen, Liang Wang, Qiang Liu, Shu Wu |
| 2024 | ACL | Logical Closed Loop: Uncovering Object Hallucinations in Large Vision-Language Models. | Junfei Wu, Qiang Liu, Ding Wang, Jinghao Zhang, Shu Wu, Liang Wang, Tieniu Tan |
| 2024 | ACL | Chain-of-History Reasoning for Temporal Knowledge Graph Forecasting. | Yuwei Xia, Ding Wang, Qiang Liu, Liang Wang, Shu Wu, Xiaoyu Zhang |
| 2024 | ACL | Stealthy Attack on Large Language Model based Recommendation. | Jinghao Zhang, Yuting Liu, Qiang Liu, Shu Wu, Guibing Guo, Liang Wang |
| 2024 | ASPLOS | ORIANNA: An Accelerator Generation Framework for Optimization-based Robotic Applications. | Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Yinhe Han, Zishen Wan, Shaoshan Liu |
| 2024 | CIKM | CMG: A Causality-enhanced Multi-view Graph Model for Stock Trend Prediction. | Xi Cheng, Liang Wang, Yunan Zeng, Qiang Liu |
| 2024 | CIKM | VIER: Visual Imagination Enhanced Retrieval in Sponsored Search. | Yadong Zhang, Yuqing Song, Siyu Lu, Qiang Liu, Xingxing Wang |
| 2024 | CIKM | Evolving to the Future: Unseen Event Adaptive Fake News Detection on Social Media. | Jiajun Zhang, Zhixun Li, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang |
| 2024 | CVPR | Monkey: Image Resolution and Text Label are Important Things for Large Multi-Modal Models. | Zhang Li, Biao Yang, Qiang Liu, Zhiyin Ma, Shuo Zhang, Jingxu Yang, Yabo Sun, Yuliang Liu, Xiang Bai |
| 2024 | CVPR | Taming Mode Collapse in Score Distillation for Text-to-3D Generation. | Peihao Wang, Dejia Xu, Zhiwen Fan, Dilin Wang, Sreyas Mohan, Forrest N. Iandola, Rakesh Ranjan, Yilei Li, Qiang Liu, Zhangyang Wang, Vikas Chandra |
| 2024 | ECCV | Solving Motion Planning Tasks with a Scalable Generative Model. | Yihan Hu, Siqi Chai, Zhening Yang, Jingyu Qian, Kun Li, Wenxin Shao, Haichao Zhang, Wei Xu, Qiang Liu |
| 2024 | ECCV | SlimFlow: Training Smaller One-Step Diffusion Models with Rectified Flow. | Yuanzhi Zhu, Xingchao Liu, Qiang Liu |
| 2024 | EMNLP | Knowledge Graph Enhanced Large Language Model Editing. | Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen |
| 2024 | GLOBECOM | CAVE: Crowdsourcing Passing-By Vehicles for Reliable In-Vehicle Edge Computing. | Jiahe Cao, Qiang Liu, Dawei Chen, Kyungtae Han |
| 2024 | GLOBECOM | LeFi: Learn to Incentivize Federated Learning in Automotive Edge Computing. | Ming Zhao, Yuru Zhang, Qiang Liu, Tao Han |
| 2024 | HPCA | LightPool: A NVMe-oF-based High-performance and Lightweight Storage Pool Architecture for Cloud-Native Distributed Database. | Jiexiong Xu, Yiquan Chen, Yijing Wang, Wenhui Shi, Guoju Fang, Yi Chen, Huasheng Liao, Yang Wang, Hai Lin, Zhen Jin, Qiang Liu, Wenzhi Chen |
| 2024 | ICASSP | Interpretable Multimodal Out-of-Context Detection with Soft Logic Regularization. | Huanhuan Ma, Jinghao Zhang, Qiang Liu, Shu Wu, Liang Wang |
| 2024 | ICLR | Lion Secretly Solves a Constrained Optimization: As Lyapunov Predicts. | Lizhang Chen, Bo Liu, Kaizhao Liang, Qiang Liu |
| 2024 | ICLR | InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image Generation. | Xingchao Liu, Xiwen Zhang, Jianzhu Ma, Jian Peng, Qiang Liu |
| 2024 | ICML | Evolution-Inspired Loss Functions for Protein Representation Learning. | Chengyue Gong, Adam R. Klivans, James Loy, Tianlong Chen, Qiang Liu, Daniel Jesus Diaz |
| 2024 | ICML | A Computational Framework for Solving Wasserstein Lagrangian Flows. | Kirill Neklyudov, Rob Brekelmans, Alexander Tong, Lazar Atanackovic, Qiang Liu, Alireza Makhzani |
| 2024 | ICML | FAFE: Immune Complex Modeling with Geodesic Distance Loss on Noisy Group Frames. | Ruidong Wu, Ruihan Guo, Rui Wang, Shitong Luo, Yue Xu, Jiahan Li, Jianzhu Ma, Qiang Liu, Yunan Luo, Jian Peng |
| 2024 | ICMLC | Enhancing Drug-Drug Interaction Prediction by Knowledge Graph Embedding. | Chao Liu, Xizhao Wang, Qiang Liu |
| 2023 | AAAI | Metric Residual Network for Sample Efficient Goal-Conditioned Reinforcement Learning. | Bo Liu, Yihao Feng, Qiang Liu, Peter Stone |
| 2023 | ACL | Counterfactual Debiasing for Fact Verification. | Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang |
| 2023 | ACL | Learning Latent Relations for Temporal Knowledge Graph Reasoning. | Mengqi Zhang, Yuwei Xia, Qiang Liu, Shu Wu, Liang Wang |
| 2023 | CEC | A Novel Computational Nanobiosensing Approach to Improve the Exploitation of In Vivo Computation. | Shaolong Shi, Yifan Chen, Zhaoyang Jiang, Qiang Liu, Jurong Ding, Qingfu Zhang |
| 2023 | CIKM | Personalized Interest Sustainability Modeling for Sequential POI Recommendation. | Zewen Long, Liang Wang, Qiang Liu, Shu Wu |
| 2023 | CIKM | LEAD-ID: Language-Enhanced Denoising and Intent Distinguishing Graph Neural Network for Sponsored Search Broad Retrievals. | Xiao Zhou, Ran Wang, Haorui Li, Qiang Liu, Xingxing Wang, Dong Wang |
| 2023 | CVPR | Planning-oriented Autonomous Driving. | Yihan Hu, Jiazhi Yang, Li Chen, Keyu Li, Chonghao Sima, Xizhou Zhu, Siqi Chai, Senyao Du, Tianwei Lin, Wenhai Wang, Lewei Lu, Xiaosong Jia, Qiang Liu, Jifeng Dai, Yu Qiao, Hongyang Li |
| 2023 | CVPR | Assigned MURA Defect Generation Based on Diffusion Model. | Weizhi Liu, Chang Liu, Qiang Liu, Dahai Yu |
| 2023 | CVPR | FlowGrad: Controlling the Output of Generative ODEs with Gradients. | Xingchao Liu, Lemeng Wu, Shujian Zhang, Chengyue Gong, Wei Ping, Qiang Liu |
| 2023 | CVPR | Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks. | Wenhui Wang, Hangbo Bao, Li Dong, Johan Bjorck, Zhiliang Peng, Qiang Liu, Kriti Aggarwal, Owais Khan Mohammed, Saksham Singhal, Subhojit Som, Furu Wei |
| 2023 | CVPR | Fast Point Cloud Generation with Straight Flows. | Lemeng Wu, Dilin Wang, Chengyue Gong, Xingchao Liu, Yunyang Xiong, Rakesh Ranjan, Raghuraman Krishnamoorthi, Vikas Chandra, Qiang Liu |
| 2023 | CVPR | Sparsely Annotated Semantic Segmentation with Adaptive Gaussian Mixtures. | Linshan Wu, Zhun Zhong, Leyuan Fang, Xingxin He, Qiang Liu, Jiayi Ma, Hao Chen |
| 2023 | DAC | BLITZCRANK: Factor Graph Accelerator for Motion Planning. | Yuhui Hao, Yiming Gan, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu |
| 2023 | DATE | Fault Model Analysis of DRAM under Electromagnetic Fault Injection Attack. | Qiang Liu, Longtao Guo, Honghui Tang |
| 2023 | EMNLP | DUBLIN: Visual Document Understanding By Language-Image Network. | Kriti Aggarwal, Aditi Khandelwal, Kumar Tanmay, Owais Khan Mohammed, Qiang Liu, Monojit Choudhury, Hardik Hansrajbhai Chauhan, Subhojit Som, Vishrav Chaudhary, Saurabh Tiwary |
| 2023 | EMNLP | Noise-Robust Semi-Supervised Learning for Distantly Supervised Relation Extraction. | Xin Sun, Qiang Liu, Shu Wu, Zilei Wang, Liang Wang |
| 2023 | FPL | HPTA: A High Performance Transformer Accelerator Based on FPGA. | Yuntao Han, Qiang Liu |
| 2023 | GLOBECOM | Fast and Scalable Network Slicing by Integrating Deep Learning with Lagrangian Methods. | Tianlun Hu, Qi Liao, Qiang Liu, Antonio Massaro, Georg Carle |
| 2023 | HCI | Design Optimization of Adjustable Filter Rod Based on User Experience. | Ning Hou, Yanggang Ou, Qiang Liu, Jing Che, Lei Wu, Huai Cao |
| 2023 | ICCV | Efficient Transformer-based 3D Object Detection with Dynamic Token Halting. | Mao Ye, Gregory P. Meyer, Yuning Chai, Qiang Liu |
| 2023 | ICLR | HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing. | Tianlong Chen, Chengyue Gong, Daniel Jesus Diaz, Xuxi Chen, Jordan Tyler Wells, Qiang Liu, Zhangyang Wang, Andrew D. Ellington, Alex Dimakis, Adam R. Klivans |
| 2023 | ICLR | Sampling with Mollified Interaction Energy Descent. | Lingxiao Li, Qiang Liu, Anna Korba, Mikhail Yurochkin, Justin Solomon |
| 2023 | ICLR | Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified Flow. | Xingchao Liu, Chengyue Gong, Qiang Liu |
| 2023 | ICLR | Learning Diffusion Bridges on Constrained Domains. | Xingchao Liu, Lemeng Wu, Mao Ye, Qiang Liu |
| 2023 | ICML | DecompDiff: Diffusion Models with Decomposed Priors for Structure-Based Drug Design. | Jiaqi Guan, Xiangxin Zhou, Yuwei Yang, Yu Bao, Jian Peng, Jianzhu Ma, Qiang Liu, Liang Wang, Quanquan Gu |
| 2023 | ICML | MolDiff: Addressing the Atom-Bond Inconsistency Problem in 3D Molecule Diffusion Generation. | Xingang Peng, Jiaqi Guan, Qiang Liu, Jianzhu Ma |
| 2023 | ICMLC | Local Weighted Neighborhood Rough Sets for Weakly Labeled Data. | Yanting Guo, Meng Hu, Qiang Liu, Eric C. C. Tsang, Xizhao Wang |
| 2023 | IGARSS | Lai Time Series Reconstruction from Sentinel-2 Imagery Using Vegetation Growing Phenology Feature. | Naijie Peng, Siqi Yang, Yunzhu Tao, Dechao Zhai, Wenjie Fan, Qiang Liu |
| 2022 | AAAI | AFDetV2: Rethinking the Necessity of the Second Stage for Object Detection from Point Clouds. | Yihan Hu, Zhuangzhuang Ding, Runzhou Ge, Wenxin Shao, Li Huang, Kun Li, Qiang Liu |
| 2022 | ACCV | Network Pruning via Feature Shift Minimization. | Yuanzhi Duan, Yue Zhou, Peng He, Qiang Liu, Shukai Duan, Xiaofang Hu |
| 2022 | ACML | Bootstrapping a high quality multilingual multimodal dataset for Bletchley. | Owais Khan Mohammed, Kriti Aggarwal, Qiang Liu, Saksham Singhal, Johan Bjorck, Subhojit Som |
| 2022 | APWEB | A Non-contact Interaction Method for 3D Display Devices. | Mengkui Wang, Wentong Wang, Feng Xu, Qiang Liu |
| 2022 | CCS | Characterizing and Detecting Non-Consensual Photo Sharing on Social Networks. | Tengfei Zheng, Tongqing Zhou, Qiang Liu, Kui Wu, Zhiping Cai |
| 2022 | CEC | Dynamic In Vivo Computation: Nanobiosensing from a Dynamic Optimization Perspective. | Shaolong Shi, Yifan Chen, Qiang Liu, Jurong Ding, Qingfu Zhang |
| 2022 | CIKM | Deep Contrastive Multiview Network Embedding. | Mengqi Zhang, Yanqiao Zhu, Qiang Liu, Shu Wu, Liang Wang |
| 2022 | CoNEXT | Atlas: automate online service configuration in network slicing. | Qiang Liu, Nakjung Choi, Tao Han |
| 2022 | CSCWD | FQCSpark: Efficient Spark-based Parallel Compression Algorithm for FASTQ Genome Sequences. | Yimu Ji, Hu Fa, Haichang Yao, Si-si Shao, Mengxue Wu, Houzhi Fang, Qiang Liu, Shangdong Liu |
| 2022 | ECCV | Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 Challenge: Report. | Andrey Ignatov, Radu Timofte, Maurizio Denna, Abdel Younes, Ganzorig Gankhuyag, Jingang Huh, Myeong Kyun Kim, Kihwan Yoon, Hyeon-Cheol Moon, Seungho Lee, Yoonsik Choe, Jinwoo Jeong, Sungjei Kim, Maciej Smyl, Tomasz Latkowski, Pawel Kubik, Michal Sokolski, Yujie Ma, Jiahao Chao, Zhou Zhou, Hongfan Gao, Zhengfeng Yang, Zhenbing Zeng, Zhengyang Zhuge, Chenghua Li, Dan Zhu, Mengdi Sun, Ran Duan, Yan Gao, Lingshun Kong, Long Sun, Xiang Li, Xingdong Zhang, Jiawei Zhang, Yaqi Wu, Jinshan Pan, Gaocheng Yu, Jin Zhang, Feng Zhang, Zhe Ma, Hongbin Wang, Hojin Cho, Steve Kim, Huaen Li, Yanbo Ma, Ziwei Luo, Youwei Li, Lei Yu, Zhihong Wen, Qi Wu, Haoqiang Fan, Shuaicheng Liu, Lize Zhang, Zhikai Zong, Jeremy Kwon, Junxi Zhang, Mengyuan Li, Nianxiang Fu, Guanchen Ding, Han Zhu, Zhenzhong Chen, Gen Li, Yuanfan Zhang, Lei Sun, Dafeng Zhang, Neo Yang, Fitz Liu, Jerry Zhao, Mustafa Ayazoglu, Bahri Batuhan Bilecen, Shota Hirose, Kasidis Arunruangsirilert, Luo Ao, Ho Chun Leung, Andrew Wei, Jie Liu, Qiang Liu, Dahai Yu, Ao Li, Lei Luo, Ce Zhu, Seongmin Hong, Dongwon Park, Joonhee Lee, Byeong Hyun Lee, Seunggyu Lee, Se Young Chun, Ruiyuan He, Xuhao Jiang, Haihang Ruan, Xinjian Zhang, Jing Liu, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He |
| 2022 | ECCV | MIPI 2022 Challenge on RGB+ToF Depth Completion: Dataset and Report. | Wenxiu Sun, Qingpeng Zhu, Chongyi Li, Ruicheng Feng, Shangchen Zhou, Jun Jiang, Qingyu Yang, Chen Change Loy, Jinwei Gu, Dewang Hou, Kai Zhao, Liying Lu, Yu Li, Huaijia Lin, Ruizheng Wu, Jiangbo Lu, Jiaya Jia, Qiang Liu, Haosong Yue, Danyang Cao, Lehang Yu, Jiaxuan Quan, Jixiang Liang, Yufei Wang, Yuchao Dai, Peng Yang, Hu Yan, Houbiao Liu, Siyuan Su, Xuanhe Li, Rui Ren, Yunlong Liu, Yufan Zhu, Dong Lao, Alex Wong, Katie Chang |
| 2022 | ECCV | Depth Completion Using Laplacian Pyramid-Based Depth Residuals. | Haosong Yue, Qiang Liu, Zhong Liu, Jing Zhang, Xingming Wu |
| 2022 | EMNLP | MetaTKG: Learning Evolutionary Meta-Knowledge for Temporal Knowledge Graph Reasoning. | Yuwei Xia, Mengqi Zhang, Qiang Liu, Shu Wu, Xiaoyu Zhang |
| 2022 | EMNLP | Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition. | Renjie Zhou, Zhongyi Xie, Jian Wan, Jilin Zhang, Yong Liao, Qiang Liu |
| 2022 | FCCM | DQI: A Dynamic Quantization Method for Efficient Convolutional Neural Network Inference Accelerators. | Yun Wang, Qiang Liu, Shun Yan |
| 2022 | GLOBECOM | Network Slicing via Transfer Learning aided Distributed Deep Reinforcement Learning. | Tianlun Hu, Qi Liao, Qiang Liu, Georg Carle |
| 2022 | ICCAD | Factor Graph Accelerator for LiDAR-Inertial Odometry (Invited Paper). | Yuhui Hao, Bo Yu, Qiang Liu, Shaoshan Liu, Yuhao Zhu |
| 2022 | ICDM | The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection. | Zhixun Li, Dingshuo Chen, Qiang Liu, Shu Wu |
| 2022 | ICDM | Deep Stable Representation Learning on Electronic Health Records. | Yingtao Luo, Zhaocheng Liu, Qiang Liu |
| 2022 | ICLR | NASViT: Neural Architecture Search for Efficient Vision Transformers with Gradient Conflict aware Supernet Training. | Chengyue Gong, Dilin Wang, Meng Li, Xinlei Chen, Zhicheng Yan, Yuandong Tian, Qiang Liu, Vikas Chandra |
| 2022 | ICLR | Energy-Inspired Molecular Conformation Optimization. | Jiaqi Guan, Wesley Wei Qian, Qiang Liu, Wei-Ying Ma, Jianzhu Ma, Jian Peng |
| 2022 | ICML | How to Fill the Optimum Set? Population Gradient Descent with Harmless Diversity. | Chengyue Gong, Lemeng Wu, Qiang Liu |
| 2022 | ICML | Centroid Approximation for Bootstrap: Improving Particle Quality at Inference. | Mao Ye, Qiang Liu |
| 2022 | ICML | A Langevin-like Sampler for Discrete Distributions. | Ruqi Zhang, Xingchao Liu, Qiang Liu |
| 2021 | AAAI | Post-training Quantization with Multiple Points: Mixed Precision without Mixed Precision. | Xingchao Liu, Mao Ye, Dengyong Zhou, Qiang Liu |
| 2021 | APWEB | Simplifying Graph Convolutional Networks as Matrix Factorization. | Qiang Liu, Haoli Zhang, Zhaocheng Liu |
| 2021 | CCS | ECMO: Peripheral Transplantation to Rehost Embedded Linux Kernels. | Muhui Jiang, Lin Ma, Yajin Zhou, Qiang Liu, Cen Zhang, Zhi Wang, Xiapu Luo, Lei Wu, Kui Ren |
| 2021 | CIKM | Deep Active Learning for Text Classification with Diverse Interpretations. | Qiang Liu, Yanqiao Zhu, Zhaocheng Liu, Yufeng Zhang, Shu Wu |
| 2021 | CIKM | Mining Cross Features for Financial Credit Risk Assessment. | Qiang Liu, Zhaocheng Liu, Haoli Zhang, Yuntian Chen, Jun Zhu |
| 2021 | CIKM | Disentangled Self-Attentive Neural Networks for Click-Through Rate Prediction. | Yichen Xu, Yanqiao Zhu, Feng Yu, Qiang Liu, Shu Wu |
| 2021 | CIKM | Relation-aware Heterogeneous Graph for User Profiling. | Qilong Yan, Yufeng Zhang, Qiang Liu, Shu Wu, Liang Wang |
| 2021 | CoNEXT | OnSlicing: online end-to-end network slicing with reinforcement learning. | Qiang Liu, Nakjung Choi, Tao Han |
| 2021 | CVPR | MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training. | Chengyue Gong, Tongzheng Ren, Mao Ye, Qiang Liu |
| 2021 | CVPR | AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence. | Chengyue Gong, Dilin Wang, Qiang Liu |
| 2021 | CVPR | KeepAugment: A Simple Information-Preserving Data Augmentation Approach. | Chengyue Gong, Dilin Wang, Meng Li, Vikas Chandra, Qiang Liu |
| 2021 | FPL | An FPGA-based MobileNet Accelerator Considering Network Structure Characteristics. | Shun Yan, Zhengyan Liu, Yun Wang, Chenglong Zeng, Qiang Liu, Bowen Cheng, Ray C. C. Cheung |
| 2021 | GLOBECOM | MmWave MIMO Hybrid Precoding Design Using Phase Shifters and Switches. | Qiang Liu, Chenhao Qi, Xianghao Yu, Geoffrey Ye Li |
| 2021 | HCI | ZhiTu: A Smartphone Photo Managing Application for the Elderly. | Mei Yang, Qin Gao, Qiang Liu |
| 2021 | HPCA | CARE: Coordinated Augmentation for Elastic Resilience on DRAM Errors in Data Centers. | Jian Chen, Xiaowei Jiang, Ying Zhang, Liyin Liu, Huifeng Xu, Qiang Liu |
| 2021 | HPCA | Eudoxus: Characterizing and Accelerating Localization in Autonomous Machines Industry Track Paper. | Yiming Gan, Bo Yu, Boyuan Tian, Leimeng Xu, Wei Hu, Shaoshan Liu, Qiang Liu, Yanjun Zhang, Jie Tang, Yuhao Zhu |
| 2021 | HPCA | LIBRA: Clearing the Cloud Through Dynamic Memory Bandwidth Management. | Ying Zhang, Jian Chen, Xiaowei Jiang, Qiang Liu, Ian M. Steiner, Andrew J. Herdrich, Kevin Shu, Ripan Das, Long Cui, Litrin Jiang |
| 2021 | ICLR | Non-asymptotic Confidence Intervals of Off-policy Evaluation: Primal and Dual Bounds. | Yihao Feng, Ziyang Tang, Na Zhang, Qiang Liu |
| 2021 | ICLR | VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments. | Lizhen Nie, Mao Ye, Qiang Liu, Dan Nicolae |
| 2021 | ICML | Coach-Player Multi-agent Reinforcement Learning for Dynamic Team Composition. | Bo Liu, Qiang Liu, Peter Stone, Animesh Garg, Yuke Zhu, Anima Anandkumar |
| 2021 | ICML | AlphaNet: Improved Training of Supernets with Alpha-Divergence. | Dilin Wang, Chengyue Gong, Meng Li, Qiang Liu, Vikas Chandra |
| 2021 | ICNP | Constraint-Aware Deep Reinforcement Learning for End-to-End Resource Orchestration in Mobile Networks. | Qiang Liu, Nakjung Choi, Tao Han |
| 2021 | ICONIP | Knowledge-Based Multiple Lightweight Attribute Networks for Zero-Shot Learning. | Zehuan Zhang, Qiang Liu, Difei Guo |
| 2021 | IGARSS | Himawari Thermal Anomaly Scrutiny with Deep Learning. | Qurratulain Safder, Haoyu Zhang, Mingcang Zhu, Fangrong Zhou, Yong He, Lifeng Liu, Zezhong Zheng, Zhongnian Li, Zhiyong Wang, Mingqi Li, Ling Jiang, Qiang Liu, Xuemei Li |
| 2020 | ACL | SAFER: A Structure-free Approach for Certified Robustness to Adversarial Word Substitutions. | Mao Ye, Chengyue Gong, Qiang Liu |
| 2020 | AISTATS | Stein Variational Inference for Discrete Distributions. | Jun Han, Fan Ding, Xianglong Liu, Lorenzo Torresani, Jian Peng, Qiang Liu |
| 2020 | CIKM | Deep Interaction Machine: A Simple but Effective Model for High-order Feature Interactions. | Feng Yu, Zhaocheng Liu, Qiang Liu, Haoli Zhang, Shu Wu, Liang Wang |
| 2020 | GLOBECOM | DeepSlicing: Deep Reinforcement Learning Assisted Resource Allocation for Network Slicing. | Qiang Liu, Tao Han, Ning Zhang, Ye Wang |
| 2020 | HPCA | DWT: Decoupled Workload Tracing for Data Centers. | Jian Chen, Ying Zhang, Xiaowei Jiang, Li Zhao, Zheng Cao, Qiang Liu |
| 2020 | ICA3PP | MEFE: A Multi-fEature Knowledge Fusion and Evaluation Method Based on BERT. | Yimu Ji, Lin Hu, Shangdong Liu, Zhengyang Xu, Yanlan Liu, Kaihang Liu, Shuning Tang, Qiang Liu, Wan Xiao |
| 2020 | ICDCS | EdgeSlice: Slicing Wireless Edge Computing Network with Decentralized Deep Reinforcement Learning. | Qiang Liu, Tao Han, Ephraim Moges |
| 2020 | ICLR | Black-box Off-policy Estimation for Infinite-Horizon Reinforcement Learning. | Ali Mousavi, Lihong Li, Qiang Liu, Denny Zhou |
| 2020 | ICLR | Doubly Robust Bias Reduction in Infinite Horizon Off-Policy Estimation. | Ziyang Tang, Yihao Feng, Lihong Li, Dengyong Zhou, Qiang Liu |
| 2020 | ICML | Accountable Off-Policy Evaluation With Kernel Bellman Statistics. | Yihao Feng, Tongzheng Ren, Ziyang Tang, Qiang Liu |
| 2020 | ICML | A Chance-Constrained Generative Framework for Sequence Optimization. | Xianggen Liu, Qiang Liu, Sen Song, Jian Peng |
| 2020 | ICML | Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection. | Mao Ye, Chengyue Gong, Lizhen Nie, Denny Zhou, Adam R. Klivans, Qiang Liu |
| 2020 | ICML | Go Wide, Then Narrow: Efficient Training of Deep Thin Networks. | Denny Zhou, Mao Ye, Chen Chen, Tianjian Meng, Mingxing Tan, Xiaodan Song, Quoc V. Le, Qiang Liu, Dale Schuurmans |
| 2019 | AAAI | Robustness Can Be Cheap: A Highly Efficient Approach to Discover Outliers under High Outlier Ratios. | Siqi Wang, En Zhu, Xiping Hu, Xinwang Liu, Qiang Liu, Jianping Yin, Fei Wang |
| 2019 | ACII | Imputing Missing Social Media Data Stream in Multisensor Studies of Human Behavior. | Koustuv Saha, Raghu Mulukutla, Kari Nies, Pablo Robles-Granda, Anusha Sirigiri, Dong Whi Yoo, Pino G. Audia, Andrew T. Campbell, Nitesh V. Chawla, Sidney K. D'Mello, Anind K. Dey, Manikanta D. Reddy, Kaifeng Jiang, Qiang Liu, Gloria Mark, Edward Moskal, Aaron Striegel, Munmun De Choudhury, Vedant Das Swain, Julie M. Gregg, Ted Grover, Suwen Lin, Gonzalo J. Martnez, Stephen M. Mattingly, Shayan Mirjafari |
| 2019 | ASPDAC | LithoROC: lithography hotspot detection with explicit ROC optimization. | Wei Ye, Yibo Lin, Meng Li, Qiang Liu, David Z. Pan |
| 2019 | CEC | Reference Vector Based Multidirectional Prediction for Evolutionary Dynamic Multiobjective Optimization. | Qiang Liu, Jinliang Ding |
| 2019 | CHI | The Tesserae Project: Large-Scale, Longitudinal, | Stephen M. Mattingly, Julie M. Gregg, Pino G. Audia, Ayse Elvan Bayraktaroglu, Andrew T. Campbell, Nitesh V. Chawla, Vedant Das Swain, Munmun De Choudhury, Sidney K. D'Mello, Anind K. Dey, Ge Gao, Krithika Jagannath, Kaifeng Jiang, Suwen Lin, Qiang Liu, Gloria Mark, Gonzalo J. Martnez, Kizito Masaba, Shayan Mirjafari, Edward Moskal, Raghu Mulukutla, Kari Nies, Manikanta D. Reddy, Pablo Robles-Granda, Koustuv Saha, Anusha Sirigiri, Aaron Striegel |
| 2019 | CIKM | Towards Accurate and Interpretable Sequential Prediction: A CNN & Attention-Based Feature Extractor. | Jingyi Wang, Qiang Liu, Zhaocheng Liu, Shu Wu |
| 2019 | CIKM | Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. | Di You, Nguyen Vo, Kyumin Lee, Qiang Liu |
| 2019 | CoNEXT | When Network Slicing meets Deep Reinforcement Learning. | Qiang Liu, Tao Han |
| 2019 | FCCM | π-BA: Bundle Adjustment Acceleration on Embedded FPGAs with Co-observation Optimization. | Shuzhen Qin, Qiang Liu, Bo Yu, Shaoshan Liu |
| 2019 | ICCAD | Mixed Precision Neural Architecture Search for Energy Efficient Deep Learning. | ChengYue Gong, Zixuan Jiang, Dilin Wang, Yibo Lin, Qiang Liu, David Z. Pan |
| 2019 | ICDCN | Measurements and analytics of wide-area file transfers over dedicated connections. | Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Zhengchun Liu, Rajkumar Kettimuthu, Ian T. Foster |
| 2019 | ICDCS | VirtualEdge: Multi-Domain Resource Orchestration and Virtualization in Cellular Edge Computing. | Qiang Liu, Tao Han |
| 2019 | ICIG | Common Subspace Based Low-Rank and Joint Sparse Representation for Multi-view Face Recognition. | Ziqiang Wang, Yingzhi Ouyang, Weidan Zhu, Bin Sun, Qiang Liu |
| 2019 | ICLR | Learning Self-Imitating Diverse Policies. | Tanmay Gangwani, Qiang Liu, Jian Peng |
| 2019 | ICLR | Off-Policy Evaluation and Learning from Logged Bandit Feedback: Error Reduction via Surrogate Policy. | Yuan Xie, Boyi Liu, Qiang Liu, Zhaoran Wang, Yuan Zhou, Jian Peng |
| 2019 | ICML | Quantile Stein Variational Gradient Descent for Batch Bayesian Optimization. | ChengYue Gong, Jian Peng, Qiang Liu |
| 2019 | ICML | Nonlinear Stein Variational Gradient Descent for Learning Diversified Mixture Models. | Dilin Wang, Qiang Liu |
| 2019 | ICML | Improving Neural Language Modeling via Adversarial Training. | Dilin Wang, ChengYue Gong, Qiang Liu |
| 2018 | DCOSS | Projection-Based Constrained Fusion Performance with Link Loss and Measurement Bias. | Qiang Liu |
| 2018 | FPL | Resource Reduction of BFGS Quasi-Newton Implementation on FPGA Using Fixed-Point Matrix Updating. | Jia Liu, Qiang Liu |
| 2018 | FUSION | On Effect of Information Loss on Fuser Quality and Utility. | Qiang Liu, Nageswara S. V. Rao |
| 2018 | GLOBECOM | Joint Radio and Computation Resource Management for Low Latency Mobile Edge Computing. | Qiang Liu, Tao Han, Nirwan Ansari |
| 2018 | GLOBECOM | Energy-Efficient On-Demand Cloud Radio Access Networks Virtualization. | Qiang Liu, Tao Han, Nirwan Ansari |
| 2018 | GLOBECOM | Bio-Inspired Design and Implementation of Mobile Molecular Communication Systems at the Macroscale. | Haoyang Zhai, Liting Yang, Tadashi Nakano, Qiang Liu, Kun Yang |
| 2018 | HPCC | On Concavity and Utilization Analytics of Wide-Area Network Transport Protocols. | Qiang Liu, Nageswara S. V. Rao |
| 2018 | HPDC | Virtual Environment for Testing Software-Defined Networking Solutions for Scientific Workflows. | Qiang Liu, Nageswara S. V. Rao, Satyabrata Sen, Bradley W. Settlemyer, Hsing-Bung Chen, Joshua M. Boley, Rajkumar Kettimuthu, Dimitrios Katramatos |
| 2018 | ICDCN | Software-Defined Network Solutions for Science Scenarios: Performance Testing Framework and Measurements. | Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Rajkumar Kettimuthu, Joshua M. Boley, Bradley W. Settlemyer, Hsing-Bung Chen, Dimitrios Katramatos, Dantong Yu |
| 2018 | ICLR | Action-dependent Control Variates for Policy Optimization via Stein Identity. | Hao Liu, Yihao Feng, Yi Mao, Dengyong Zhou, Jian Peng, Qiang Liu |
| 2018 | ICLR | An Optimization View on Dynamic Routing Between Capsules. | Dilin Wang, Qiang Liu |
| 2018 | ICLR | On the Discrimination-Generalization Tradeoff in GANs. | Pengchuan Zhang, Qiang Liu, Dengyong Zhou, Tao Xu, Xiaodong He |
| 2018 | ICML | Stein Variational Gradient Descent Without Gradient. | Jun Han, Qiang Liu |
| 2018 | ICML | Stein Variational Message Passing for Continuous Graphical Models. | Dilin Wang, Zhe Zeng, Qiang Liu |
| 2018 | ICML | Learning to Explore via Meta-Policy Gradient. | Tianbing Xu, Qiang Liu, Liang Zhao, Jian Peng |
| 2018 | ICML | Goodness-of-fit Testing for Discrete Distributions via Stein Discrepancy. | Jiasen Yang, Qiang Liu, Vinayak A. Rao, Jennifer Neville |
| 2018 | ICNC | An Indicator Based Multi-Objective Fuzzy Immune Evolutionary Algorithm. | Qiang Liu, Lei Liu, Xuhua Shi |
| 2018 | ICNP | DARE: Dynamic Adaptive Mobile Augmented Reality with Edge Computing. | Qiang Liu, Tao Han |
| 2018 | ICNP | Demo Abstract: Themis: Cross-Domain Resource Orchestration and Virtualization in Cellular Computing Networks. | Qiang Liu, Tao Han |
| 2017 | AAAI | Reference Based LSTM for Image Captioning. | Minghai Chen, Guiguang Ding, Sicheng Zhao, Hui Chen, Qiang Liu, Jungong Han |
| 2017 | AISTATS | Local Perturb-and-MAP for Structured Prediction. | Gedas Bertasius, Qiang Liu, Lorenzo Torresani, Jianbo Shi |
| 2017 | AISTATS | Black-box Importance Sampling. | Qiang Liu, Jason D. Lee |
| 2017 | CogSIMA | Rightward attentional bias in windshield displays: Implication towards external human machine interfaces for self-driving cars. | Qiang Liu, Birte Emmermann, Oscar Suen, Bryan Grant, Jake Hercules, Erik Glaser, Brian Lathrop |
| 2017 | EDBT | Top-k Skyline Groups Queries. | Haoyang Zhu, Peidong Zhu, Xiaoyong Li, Qiang Liu |
| 2017 | FCCM | FPGA Delay Model Considering Logic-Level and Transistor-Level Parameters. | Qiang Liu, HanJing Qian |
| 2017 | FPL | F-C3D: FPGA-based 3-dimensional convolutional neural network. | Hongxiang Fan, Xinyu Niu, Qiang Liu, Wayne Luk |
| 2017 | FUSION | Fusion of visual and inertial measurement information for unmanned aerial vehicles autonomous navigation in unknown environment. | Jianguo Li, Qiang Liu, Qiubing Liu, Pengjiao Zhao |
| 2017 | FUSION | Projection-based circular constrained state estimation and fusion over long-haul links. | Qiang Liu, Nageswara S. V. Rao |
| 2017 | GLOBECOM | Data-Driven Network Optimization in Ultra-Dense Radio Access Networks. | Siqi Huang, Qiang Liu, Tao Han, Nirwan Ansari |
| 2017 | GLOBECOM | Energy-Efficient RRH Sleep Mode for Virtual Radio Access Networks. | Johnson Opadere, Qiang Liu, Tao Han |
| 2017 | HPDC | TCP Throughput Profiles Using Measurements over Dedicated Connections. | Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Don Towsley, Gayane Vardoyan, Rajkumar Kettimuthu, Ian T. Foster |
| 2017 | ICANN | Model-Aware Representation Learning for Categorical Data with Hierarchical Couplings. | Jianglong Song, Chengzhang Zhu, Wentao Zhao, Wenjie Liu, Qiang Liu |
| 2017 | ICCCN | Experiments and Analyses of Data Transfers over Wide-Area Dedicated Connections. | Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Jesse Hanley, Ian T. Foster, Rajkumar Kettimuthu, Chase Q. Wu, Daqing Yun, Don Towsley, Gayane Vardoyan |
| 2017 | ICDCS | DeepOpp: Context-Aware Mobile Access to Social Media Content on Underground Metro Systems. | Di Wu, Dmitri I. Arkhipov, Thomas Przepiorka, Qiang Liu, Julie A. McCann, Amelia C. Regan |
| 2016 | AAAI | Predicting the Next Location: A Recurrent Model with Spatial and Temporal Contexts. | Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan |
| 2016 | AAAI | SAPE: A System for Situation-Aware Public Security Evaluation. | Shu Wu, Qiang Liu, Ping Bai, Liang Wang, Tieniu Tan |
| 2016 | AAAI | Information Credibility Evaluation on Social Media. | Shu Wu, Qiang Liu, Yong Liu, Liang Wang, Tieniu Tan |
| 2016 | FCCM | Cost Effective Partial Scan for Hardware Emulation. | Tao Li, Qiang Liu |
| 2016 | FUSION | State estimation and fusion over long-haul links under linear constraints. | Qiang Liu, Nageswara S. V. Rao |
| 2016 | GLOBECOM | Energy Efficient Resource Allocation for Control Data Separated Heterogeneous-CRAN. | Qiang Liu, Gang Wu, Yingchu Guo, Yusong Zhang, Su Hu |
| 2016 | GLOBECOM | EasiTMC: Transportation Mode Classification with a High Accuracy Trajectory Detection Method. | Jinglei Zhang, Qiang Liu, Changtian Yuan, Hailong Shi, Li Cui |
| 2016 | HPCC | Experimental Analysis of File Transfer Rates over Wide-Area Dedicated Connections. | Nageswara S. V. Rao, Qiang Liu, Satyabrata Sen, Greg Hinkel, Neena Imam, Ian T. Foster, Rajkumar Kettimuthu, Bradley W. Settlemyer, Chase Q. Wu, Daqing Yun |
| 2016 | ICCCN | Profiling Optimization for Big Data Transfer over Dedicated Channels. | Daqing Yun, Chase Q. Wu, Nageswara S. V. Rao, Qiang Liu, Rajkumar Kettimuthu, Eun-Sung Jung |
| 2016 | ICDM | Context-Aware Sequential Recommendation. | Qiang Liu, Shu Wu, Diyi Wang, Zhaokang Li, Liang Wang |
| 2016 | ICML | A Kernelized Stein Discrepancy for Goodness-of-fit Tests. | Qiang Liu, Jason D. Lee, Michael I. Jordan |
| 2016 | ICMLC | Trace norm regularized canonical correlation analysis. | Hong-Qi Li, Yuan-Yuan Lu, Xin Shu, Qiang Liu |
| 2016 | ICNC | Differentiated traffic grooming algorithm based on multi-objective optimization. | Bing Fan, Qiang Liu, Mengxi Zhang, Liangrui Tang |
| 2016 | ICNP | Measurement-based performance profiles and dynamics of UDT over dedicated connections. | Qiang Liu, Nageswara S. V. Rao, Chase Q. Wu, Daqing Yun, Rajkumar Kettimuthu, Ian T. Foster |
| 2015 | AAAI | COT: Contextual Operating Tensor for Context-Aware Recommender Systems. | Qiang Liu, Shu Wu, Liang Wang |
| 2015 | CIKM | Collaborative Prediction for Multi-entity Interaction With Hierarchical Representation. | Qiang Liu, Shu Wu, Liang Wang |
| 2015 | CIKM | A Convolutional Click Prediction Model. | Qiang Liu, Feng Yu, Shu Wu, Liang Wang |
| 2015 | DSD | Hardware Design Space Exploration with a New Dimension - IP Protection Robustness. | Qiang Liu, Haie Li |
| 2015 | FPL | Pipelined NoC router architecture design with buffer configuration exploration on FPGA. | Qi Chen, Qiang Liu |
| 2015 | FUSION | Boosting crowdsourcing with expert labels: Local vs. global effects. | Qiang Liu, Alexander Ihler, John W. Fisher III |
| 2015 | FUSION | Artificial neural networks for estimation and fusion in long-haul sensor networks. | Qiang Liu, Xin Wang, Nageswara S. V. Rao |
| 2015 | FUSION | Accuracy and consistency in estimation and fusion over long-haul sensor networks. | Qiang Liu, Xin Wang, Nageswara S. V. Rao |
| 2015 | HCI | User Experience Research on the Rehabilitation System of Speech-Impaired Children - A Case Study on Speech Training Product. | Wenyi Cai, Jun Liu, Qiang Liu, Ting Han |
| 2015 | HCI | Gamification Design Based Research on Speech Training System for Hearing-Impaired Children. | Qiang Liu, Fengjiao Cai, Ying Yang, Ting Han |
| 2015 | HCOMP | Cheaper and Better: Selecting Good Workers for Crowdsourcing. | Hongwei Li, Qiang Liu |
| 2015 | ICDE | CROWN: A Context-aware RecOmmender for Web News. | Shaoqing Wang, Benyou Zou, Cuiping Li, Kankan Zhao, Qiang Liu, Hong Chen |
| 2014 | APWEB | Predicting User Likes in Online Media Based on Conceptualized Social Network Profiles. | Qiang Liu, Yuanzhuo Wang, Jingyuan Li, Yantao Jia, Yan Ren |
| 2014 | FUSION | Information feedback for estimation and fusion in long-haul sensor networks. | Qiang Liu, Xin Wang, Nageswara S. V. Rao |
| 2014 | HCI | Design Knowledge Framework Based on Parametric Representation - A Case Study of Cockpit Form Style Design. | Jing Jing, Qiang Liu, Wenyi Cai, Ying Yang, Ting Han |
| 2014 | ICML | Marginal Structured SVM with Hidden Variables. | Wei Ping, Qiang Liu, Alexander Ihler |
| 2014 | ICML | Aggregating Ordinal Labels from Crowds by Minimax Conditional Entropy. | Dengyong Zhou, Qiang Liu, John C. Platt, Christopher Meek |
| 2013 | CloudCom | Community Cloud: Concept, Model, Attacks and Solution. | Hasen Nicanfar, Qiang Liu, Peyman TalebiFard, Wei Cai, Victor C. M. Leung |
| 2013 | COMPSAC | Supporting Integration of COTS Components from a Perspective of Self-Adaptive Software Architecture. | Shan Tang, Qiang Liu |
| 2013 | FCCM | Automating Elimination of Idle Functions by Run-Time Reconfiguration. | Xinyu Niu, Thomas C. P. Chau, Qiwei Jin, Wayne Luk, Qiang Liu |
| 2013 | FPGA | Automating resource optimisation in reconfigurable design (abstract only). | Xinyu Niu, Thomas C. P. Chau, Qiwei Jin, Wayne Luk, Qiang Liu |
| 2013 | FUSION | Staggered scheduling of estimation and fusion in long-haul sensor networks. | Qiang Liu, Xin Wang, Nageswara S. V. Rao |
| 2013 | GLOBECOM | A high performance network architecture for large-scale cloud media data centers. | Yantao Sun, Min Chen, Qiang Liu, Jing Cheng |
| 2013 | HPCC | Link Adaptation Scheme with Signal-to-Noise Ratio Feedback for IEEE 802.11 Networks. | Xiaoheng Deng, Xu Li, Qiang Liu, Zhigang Chen |
| 2013 | HPCC | A Load Balance Link Layer Protocol for Multi-channel Multi-interface Wireless Mesh Networks. | Xiaoheng Deng, Qiang Liu, Xu Li, Lin Cai, Zhigang Chen |
| 2012 | ACIVS | Overlapping Local Phase Feature (OLPF) for Robust Face Recognition in Surveillance. | Qiang Liu, King Ngi Ngan |
| 2012 | ACL | Computational Approaches to Sentence Completion. | Geoffrey Zweig, John C. Platt, Christopher Meek, Christopher J. C. Burges, Ainur Yessenalina, Qiang Liu |
| 2012 | CSCWD | Automatic web page segmentation and information extraction using conditional random fields. | Yunfei Gong, Qiang Liu |
| 2012 | FPL | Exploiting run-time reconfiguration in stencil computation. | Xinyu Niu, Qiwei Jin, Wayne Luk, Qiang Liu, Oliver Pell |
| 2012 | FUSION | Performance of state estimate fusion in long-haul sensor networks with message retransmission. | Qiang Liu, Xin Wang, Nageswara S. V. Rao, Katharine Brigham, B. V. K. Vijaya Kumar |
| 2012 | FUSION | Effects of computing and communications on state fusion over long-haul sensor networks. | Nageswara S. V. Rao, Katharine Brigham, B. V. K. Vijaya Kumar, Qiang Liu, Xin Wang |
| 2012 | GRC | A re-ranking method based on concept hierarchy using cloud model. | Maoyuan Zhang, Zhenxia Lou, Qiang Liu, Xiaoyi Li |
| 2012 | ICML | Distributed Parameter Estimation via Pseudo-likelihood . | Qiang Liu, Alexander Ihler |
| 2011 | CSCWD | Automatic compositional reasoning for multi-thread programs. | Minqiang Gu, Qiang Liu |
| 2011 | GLOBECOM | Optimal gateway placement in the smart grid Machine-to-Machine networks. | Qiang Liu, Supeng Leng, Yuming Mao, Yan Zhang |
| 2011 | ICML | Bounding the Partition Function using Holder's Inequality. | Qiang Liu, Alexander Ihler |
| 2011 | ICNC | Study on the detention numbers of slow-to-star in the mixed traffic flow. | Qiang Liu, Yu Xue |
| 2010 | CSCWD | Augmenting teamwork skills through Web3D technologies in software engineering course. | LieHuo Chen, Qiang Liu, Xiaoguang Sun |
| 2010 | CSCWD | Web information extraction based on hidden Markov model. | Jianbing Lai, Qiang Liu, Yi Liu |
| 2010 | DATE | Combining optimizations in automated low power design. | Qiang Liu, Tim Todman, Wayne Luk |
| 2010 | DSD | Customizable Composition and Parameterization of Hardware Design Transformations. | Tim Todman, Qiang Liu, Wayne Luk, George A. Constantinides |
| 2010 | FCCM | A Scripting Engine for Combining Design Transformations. | Tim Todman, Qiang Liu, Wayne Luk, George A. Constantinides |
| 2010 | GLOBECOM | Virtual Network Embedding for Evolving Networks. | Zhiping Cai, Fang Liu, Nong Xiao, Qiang Liu, Zhiying Wang |
| 2010 | ICML | Particle Filtered MCMC-MLE with Connections to Contrastive Divergence. | Arthur U. Asuncion, Qiang Liu, Alexander T. Ihler, Padhraic Smyth |
| 2009 | COMPSAC | Requirement Risk Assessment Focused-On Stakeholder Risk Analysis. | Xiaohong Li, Qiang Liu |
| 2009 | CSCWD | An improved simulated annealing algorithm for process mining. | Dianfang Gao, Qiang Liu |
| 2009 | CSCWD | Sentence similarity computation based on feature set. | Yi Liu, Qiang Liu |
| 2009 | FPL | Optimising designs by combining model-based and pattern-based transformations. | Qiang Liu, Tim Todman, Jos Gabriel de Figueiredo Coutinho, Wayne Luk, George A. Constantinides |
| 2009 | ICPADS | The Vulnerability Analysis Framework for Java Bytecode. | Hong Tang, Hua Chen, Gang Zhao, Qiang Liu, Jinjin Zhao |
| 2008 | CIS | Study on Multi-Object Optimization of Logistics Network Based on Genetic Algorithm. | Qiang Liu |
| 2008 | CIS | Research of Security Analysis of ARBAC Policy Based on Intelligence Planning. | Qiang Liu, Yun-Fei Jiang, Dongning Rao, Xindu Chen |
| 2008 | COMPSAC | Embedded Architecture Description Language. | Juncao Li, Nicholas T. Pilkington, Fei Xie, Qiang Liu |
| 2008 | CSCWD | AAM: A conceptual model for CSCW. | Ziqiang Cui, Qiang Liu |
| 2008 | FPL | Combining data reuse exploitationwith data-level parallelization for FPGA targeted hardware compilation: A geometric programming framework. | Qiang Liu, George A. Constantinides, Konstantinos Masselos, Peter Y. K. Cheung |
| 2008 | ICNC | Feature Weight and Its Application in Weight Determination of Medical Scale Items. | Zhenhua Wang, Zhongsheng Hou, Ying Gao, Qiang Liu |
| 2007 | CSCWD | Study of Complex Loop Patterns based on Time Petri Net. | Qiang Liu, Jin He |
| 2007 | CSCWD | An Algorithm Combining Graph-Reduction and Graph-Search for Workflow Graphs Verification. | Kai Lu, Qiang Liu |
| 2007 | FCCM | Automatic On-chip Memory Minimization for Data Reuse. | Qiang Liu, George A. Constantinides, Konstantinos Masselos, Peter Y. K. Cheung |
| 2007 | HCI | Visual and Auditory Information Specifying an Impending Collision of an Approaching Object. | Liu Zhou, Jingjiang Yan, Qiang Liu, Hong Li, Chaoxiang Xie, Yinghua Wang, Jennifer L. Campos, Hong-jin Sun |
| 2007 | ICNC | The Fuzzy Direct Torque Control of Induction Motor Based on Space Vector Modulation. | Xiying Ding, Qiang Liu, Xiaona Ma, Xiaoran He, Qing Hu |
| 2007 | ICPP | An Effective Strategy for Porting C++ Applications on Cell. | Ana Lucia Varbanescu, Henk J. Sips, Kenneth A. Ross, Qiang Liu, Lurng-Kuo Liu, Apostol Natsev, John R. Smith |
| 2006 | FPL | Data Reuse Exploration for FPGA Based Platforms Applied to the Full Search Motion Estimation Algorithm. | Konstantinos Masselos, George A. Constantinides, Qiang Liu |
| 2006 | GLOBECOM | M-TORA: a TORA-Based Multi-Path Routing Algorithm for Mobile Ad Hoc Networks. | Qiang Liu, Hua Wang, Jingming Kuang, Zheng Wang, Zhiming Bi |
| 2004 | ICASSP | On realtime remote display of a digital video recording system. | Jenq-Neng Hwang, Qiang Liu |
| 2004 | ICASSP | A scalable VideoGIS system for GPS-guided vehicles. | Qiang Liu, Kyoung-Ho Choi, JaeJun Yoo, Jenq-Neng Hwang |
| 2004 | IGARSS | Analysis on uncertainty in the MODIS retrieved land surface temperature using field measurements and high resolution images. | Lin Sun, Liangfu Chen, Qiang Liu, Qinhuo Liu, Ai-Bin Song |
| 2003 | DICTA | The Parameterization of Joint Rotation with the Unit Quaternion. | Qiang Liu, Edmond C. Prakash |
| 2003 | ICASSP | Application level selective drop for layered video over multicast networks. | Qiang Liu, Jenq-Neng Hwang |
| 1998 | AMIA | A Java-Based Interface for Medical Research Project Classification Using Metaphrase. | Qiang Liu, James D. Buntrock, Douglas L. Crowson, Mark S. Tuttle, Peter L. Elkin, Christopher G. Chute |