| 2026 | AAAI | Spiking Heterogeneous Graph Attention Networks. | Buqing Cao, Qian Peng, Xiang Xie, Liang Chen, Min Shi, Jianxun Liu |
| 2026 | AAAI | GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization. | Huizhe Zhang, Jintang Li, Yuchang Zhu, Huazhen Zhong, Liang Chen |
| 2026 | ACL | MENTOR: Efficient Autoregressive Image Generation with Balanced Multimodal Control. | Haozhe Zhao, Zefan Cai, Shuzheng Si, Liang Chen, Jiuxiang Gu, Wen Xiao, Minjia Zhang, Junjie Hu |
| 2026 | ASPDAC | Efficient Simulation of IC Packages with TEC Based on Adaptive Segmented Method and Spatially-Aware Thermal Neural Network. | Longfei Li, Xinyue Li, Shunxiang Lan, Liang Chen, Haibao Chen, Min Tang |
| 2026 | HCI | Comparing the Instructional Effects of Immersive VR Serious Games in Children's Lego Robot Assembly Learning. | Shuoqi Li, Liang Chen, Kang Ran, Zhen Liu |
| 2026 | ISCAS | LUT-SNN: Efficient Spiking Neural Networks with Fast Parallel Inference. | Mingxin Guo, Qianpeng Li, Jian Cheng, Liang Chen |
| 2026 | ISCAS | VIR-EH: An Ultra-Low-Power Wide-Spectrum Visible-Infrared Vision Processing Chip with On-Chip Energy Harvesting. | Zhilin Tan, Hengrui Guo, Weihao Shan, Liang Chen, Qi Wei, Jinshui Miao, Fei Qiao |
| 2026 | MMM | UCAMNet: HVI Color Space Based Unsupervised Low-Light Enhancement via Uncertainty Constraint and Attention Mechanism. | Jingshuo Guan, Na Qi, Qing Zhu, Liang Chen |
| 2026 | WWW | Grasp: Refining Semantic Graphs into Purified Knowledge for Cross-Modal Communication. | Liang Chen, Xiaoding Wang, Limei Lin, Dajin Wang, Zhiquan Liu, Jie Wu |
| 2025 | CIKM | CCAgent: Coordinating Collaborative Data Scaling for Operating System Agents via Web3. | Liang Chen, Haozhe Zhao, Yinzhen Huang, Yang Luo, Tsekai Lin, Weichu Xie, Ruoyu Wu, Peiyi Wang, Runxin Xu, Ming Wu, Baobao Chang |
| 2025 | CVPR | Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering. | Liang Chen, Zhe Xue, Yawen Li, Meiyu Liang, Yan Wang, Anton van den Hengel, Yuankai Qi |
| 2025 | DAC | ASRR-PINN: Adaptive Sub-Regional Random Resampling-Based PINN for Thermal Analysis of 3D-ICs. | Zijian Zhou, Min Tang, Liang Chen |
| 2025 | ECAI | Rethinking the Effect of LoRA in Foundation Models for Long-Tailed Recognition. | Haowei Liu, Shijia Sun, Liang Chen |
| 2025 | EMNLP | Looking Beyond Text: Reducing Language Bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance. | Haozhe Zhao, Shuzheng Si, Liang Chen, Yichi Zhang, Maosong Sun, Baobao Chang, Minjia Zhang |
| 2025 | ICCV | One Last Attention for Your Vision-Language Model. | Liang Chen, Ghazi Shazan Ahmad, Tianjun Yao, Lingqiao Liu, Zhiqiang Shen |
| 2025 | ICCV | Multimodal Representation Alignment for Image Generation: Text-Image Interleaved Control is Easier than You Think. | Liang Chen, Shuai Bai, Wenhao Chai, Weichu Xie, Haozhe Zhao, Leon Vinci, Junyang Lin, Baobao Chang |
| 2025 | ICLR | PEARL: Towards Permutation-Resilient LLMs. | Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong |
| 2025 | ICLR | A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation. | Liang Chen, Sinan Tan, Zefan Cai, Weichu Xie, Haozhe Zhao, Yichi Zhang, Junyang Lin, Jinze Bai, Tianyu Liu, Baobao Chang |
| 2025 | ICLR | Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models. | Bofei Gao, Feifan Song, Zhe Yang, Zefan Cai, Yibo Miao, Qingxiu Dong, Lei Li, Chenghao Ma, Liang Chen, Runxin Xu, Zhengyang Tang, Benyou Wang, Daoguang Zan, Shanghaoran Quan, Ge Zhang, Lei Sha, Yichang Zhang, Xuancheng Ren, Tianyu Liu, Baobao Chang |
| 2025 | ICML | Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning. | Liang Chen, Xueting Han, Li Shen, Jing Bai, Kam-Fai Wong |
| 2025 | ICML | SNS-Bench: Defining, Building, and Assessing Capabilities of Large Language Models in Social Networking Services. | Hongcheng Guo, Yue Wang, Shaosheng Cao, Fei Zhao, Boyang Wang, Lei Li, Liang Chen, Xinze Lyu, Zhe Xu, Yao Hu, Zhoujun Li |
| 2025 | ICML | NTPP: Generative Speech Language Modeling for Dual-Channel Spoken Dialogue via Next-Token-Pair Prediction. | Qichao Wang, Ziqiao Meng, Wenqian Cui, Yifei Zhang, Pengcheng Wu, Bingzhe Wu, Irwin King, Liang Chen, Peilin Zhao |
| 2025 | ICML | Measuring Diversity in Synthetic Datasets. | Yuchang Zhu, Huizhe Zhang, Bingzhe Wu, Jintang Li, Zibin Zheng, Peilin Zhao, Liang Chen, Yatao Bian |
| 2025 | IJCAI | RepObE: Representation Learning-Enhanced Obfuscation Encryption Modular Semantic Task Framework. | Limei Lin, Jinpeng Xu, Xiaoding Wang, Liang Chen, Sun-Yuan Hsieh, Jie Wu |
| 2025 | IJCNN | HTR-FSRNet: Hierarchical Texture Reconstruction for Face Super-Resolution with Facial Prior. | Tingyi Mei, Liang Chen, Yongxi Hu, Yi Wu |
| 2025 | IJCNN | Low-Light Image Enhancement based on Hierarchical Discrete Cosine Transform. | Zezhao Su, Liang Chen, Xiongkai Lan, Yongxi Hu, Shaofei Luo |
| 2025 | ICRA | ROD: RGB-Only Fast and Efficient Off-Road Freespace Detection. | Tong Sun, Hongliang Ye, Jilin Mei, Liang Chen, Fangzhou Zhao, Leiqiang Zong, Yu Hu |
| 2025 | ICSOC | A Multi-view Heterogeneous Hypergraph Augmented Self-gating Contrastive Fusion Framework for Service Recommendation. | Fenfang Xie, Runjun Zhang, Caijie Lin, Liang Chen, Mingdong Tang |
| 2025 | ISCAS | A High-Accuracy and Low-Resource Design for Nonlinear Functions in AI Accelerators. | Zirui Zhang, Liang Chen, Xin Liu, Dongjun Xu |
| 2025 | NAACL | MMEvalPro: Calibrating Multimodal Benchmarks Towards Trustworthy and Efficient Evaluation. | Jinsheng Huang, Liang Chen, Taian Guo, Fu Zeng, Yusheng Zhao, Bohan Wu, Ye Yuan, Haozhe Zhao, Zhihui Guo, Yichi Zhang, Jingyang Yuan, Wei Ju, Luchen Liu, Tianyu Liu, Baobao Chang, Ming Zhang |
| 2025 | NAACL | SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine. | Xiaochen Wang, Junqing He, Liang Chen, Gholamreza Haffari, Yiru Wang, Zhe Yang, Xiangdi Meng, Kunhao Pan, Zhifang Sui |
| 2025 | NSDI | Evolution of Aegis: Fault Diagnosis for AI Model Training Service in Production. | Jianbo Dong, Kun Qian, Pengcheng Zhang, Zhilong Zheng, Liang Chen, Fei Feng, Yichi Xu, Yikai Zhu, Gang Lu, Xue Li, Zhihui Ren, Zhicheng Wang, Bin Luo, Peng Zhang, Yang Liu, Yanqing Chen, Yu Guan, Weicheng Wang, Chaojie Yang, Yang Zhang, Man Yuan, Hanyu Zhao, Yong Li, Zihan Zhao, Shan Li, Xianlong Zeng, Zhiping Yao, Binzhang Fu, Ennan Zhai, Wei Lin, Chao Wang, Dennis Cai |
| 2025 | OSDI | To PRI or Not To PRI, That's the question. | Yun Wang, Liang Chen, Jie Ji, Xianting Tian, Ben Luo, Zhixiang Wei, Zhibai Huang, Kailiang Xu, Kaihuan Peng, Kaijie Guo, Ning Luo, Guangjian Wang, Shengdong Dai, Yibin Shen, Jiesheng Wu, Zhengwei Qi |
| 2025 | PPoPP | Effectively Virtual Page Prefetching via Spatial-Temporal Patterns for Memory-intensive Cloud Applications. | Yun Wang, Liang Chen, Tianmai Deng, Ben Luo, Yibin Shen, Zhixiang Wei, Yixiao Xu, Minglang Huang, Zhengwei Qi |
| 2025 | SMC | Enhancing CNN-Based Network Robustness Predictors through Matrix Completion against Information Noise. | Liang Chen, Wenli Huang, Hui Li, Junli Li |
| 2025 | WACV | Distribution Optimization Under Gaussian Hypothesis for Domain Adaptive Semantic Segmentation. | Liang Chen, Weihua Chen, Xin Zhao, Junyan Wang, Lijun Cao, Junge Zhang |
| 2024 | AAAI | VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook. | Wenbin Zou, Hongxia Gao, Tian Ye, Liang Chen, Weipeng Yang, Shasha Huang, Hongsheng Chen, Sixiang Chen |
| 2024 | ACL | WatME: Towards Lossless Watermarking Through Lexical Redundancy. | Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong |
| 2024 | ACL | PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain. | Liang Chen, Yichi Zhang, Shuhuai Ren, Haozhe Zhao, Zefan Cai, Yuchi Wang, Peiyi Wang, Xiangdi Meng, Tianyu Liu, Baobao Chang |
| 2024 | ACL | Large Language Models are not Fair Evaluators. | Peiyi Wang, Lei Li, Liang Chen, Zefan Cai, Dawei Zhu, Binghuai Lin, Yunbo Cao, Lingpeng Kong, Qi Liu, Tianyu Liu, Zhifang Sui |
| 2024 | ACL | Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm. | Yuanzhen Xie, Xinzhou Jin, Tao Xie, Mingxiong Lin, Liang Chen, Chenyun Yu, Cheng Lei, Chengxiang Zhuo, Bo Hu, Zang Li |
| 2024 | COCOON | Construction of Binary Cooperative MSR Codes with Multiple Repair Degrees. | Lei Li, Xinchun Yu, Yaqian Zhang, Liang Chen, Yuanyuan Dong, Chenhao Ying, Yuan Luo |
| 2024 | CVPR | LGFN: Lightweight Light Field Image Super-Resolution using Local Convolution Modulation and Global Attention Feature Extraction. | Zhongxin Yu, Liang Chen, Zhiyun Zeng, Kunping Yang, Shaofei Luo, Shaorui Chen, Cheng Zhong |
| 2024 | DAC | Thermal Resistance Network Derivative (TREND) Model for Efficient Thermal Simulation and Design of ICs and Packages. | Shunxiang Lan, Min Tang, Liang Chen, Junfa Mao |
| 2024 | ECCV | An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Language Models. | Liang Chen, Haozhe Zhao, Tianyu Liu, Shuai Bai, Junyang Lin, Chang Zhou, Baobao Chang |
| 2024 | ECCV | The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results. | Matej Kristan, Jir Matas, Pavel Tokmakov, Michael Felsberg, Luka Cehovin Zajc, Alan Lukezic, Khanh-Tung Tran, Xuan-Son Vu, Johanna Bjrklund, Hyung Jin Chang, Gustavo Fernndez, Minasadat Attari, Antoni B. Chan, Liang Chen, Xin Chen, Jaired Collins, Yutao Cui, Ganesh Sai Manas Devarapu, Yinglong Du, Heng Fan, Wan-Cyuan Fan, Zhenhua Feng, Mingqi Gao, Rama Krishna Sai S. Gorthi, Raghav Goyal, Jungong Han, Bijaya Kumar Hatuwal, Zhenyu He, Xiantao Hu, Xingsen Huang, Yuqing Huang, Dongmei Jiang, Ben Kang, Kannappan Palaniappan, Josef Kittler, Simiao Lai, Ning Li, Xiaohai Li, Xin Li, Cheng Liang, Liting Lin, Haibin Ling, Ting Liu, Ziquan Liu, Huchuan Lu, Yifei Luo, Deshui Miao, Juan David Mogollon, Ziqi Pang, Jaswanth Reddy Pochimireddy, Viktor Prutyanov, Gani Rahmon, Aleksandr Romanov, Liangtao Shi, Mennatullah Siam, Leonid Sigal, Arun Kumar Sivapuram, Roman A. Solovyev, Elham Soltani Kazemi, Imad Eddine Toubal, Jia Wan, Limin Wang, Xinying Wang, Yaowei Wang, Yu-Xiong Wang, Zhiquan Wang, Gangshan Wu, Qiangqiang Wu, Xiaojun Wu, Zihao Xia, Jinxia Xie, Chenlong Xu, Tianyang Xu, Yong Xu, Chaocan Xue, Chao Yang, Jinyu Yang, Ming-Hsuan Yang, Chenyang Yu, Ke Yu, Chunhui Zhang, Jiaming Zhang, Zhipeng Zhang, Feng Zheng, Yaozong Zheng, Bineng Zhong, Jinglin Zhou, Junbao Zhou, Yong Zhou, Zikun Zhou, Guibo Zhu, Jiawen Zhu, Xuefeng Zhu, Vladimir V. Zunin |
| 2024 | EMNLP | Consecutive Batch Model Editing with HooK Layers. | Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam |
| 2024 | EMNLP | VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment. | Lei Li, Zhihui Xie, Mukai Li, Shunian Chen, Peiyi Wang, Liang Chen, Yazheng Yang, Benyou Wang, Lingpeng Kong, Qi Liu |
| 2024 | HCI | Ergonomic Improvement and Simulation Analysis of Armrests for Uncomfortable Working Environments. | Weichao Lin, Siu Shing Man, Kang Ran, Meng Zhang, Guolue Xu, Liang Chen |
| 2024 | ICIP | UTrCGAN: Uncertainty-Driven Cycle-Consistent Generative Adversarial Network for Low-Light Image Enhancement. | Jingshuo Guan, Na Qi, Qing Zhu, Liang Chen |
| 2024 | ICLR | A Graph is Worth 1-bit Spikes: When Graph Contrastive Learning Meets Spiking Neural Networks. | Jintang Li, Huizhe Zhang, Ruofan Wu, Zulun Zhu, Baokun Wang, Changhua Meng, Zibin Zheng, Liang Chen |
| 2024 | ICLR | MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning. | Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang |
| 2024 | ICML | Parameter-Efficient Fine-Tuning with Discrete Fourier Transform. | Ziqi Gao, Qichao Wang, Aochuan Chen, Zijing Liu, Bingzhe Wu, Liang Chen, Jia Li |
| 2024 | ICPADS | Hypergraph Neural Networks Based on Enclosing Subgraph Extraction for Link Prediction. | Liang Chen, Ying Zhao, Atul Sajjanhar |
| 2024 | IJCAI | Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data. | Yuyao Zhai, Liang Chen, Minghua Deng |
| 2024 | IROS | A Safe and Efficient Timed-Elastic-Band Planner for Unstructured Environments. | Haoyu Xi, Wei Li, Fangzhou Zhao, Liang Chen, Yu Hu |
| 2024 | IROS | TeFF: Tracking-enhanced Forgetting-free Few-shot 3D LiDAR Semantic Segmentation. | Junbao Zhou, Jilin Mei, Pengze Wu, Liang Chen, Fangzhou Zhao, Xijun Zhao, Yu Hu |
| 2024 | ISCAS | Spiking-Hybrid-YOLO for Low-Latency Object Detection. | Mingxin Guo, Dongjun Xu, Yaoyao Li, Jian Cheng, Liang Chen |
| 2024 | ICSE | CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model. | Peng Di, Jianguo Li, Hang Yu, Wei Jiang, Wenting Cai, Yang Cao, Chaoyu Chen, Dajun Chen, Hongwei Chen, Liang Chen, Gang Fan, Jie Gong, Zi Gong, Wen Hu, Tingting Guo, Zhichao Lei, Ting Li, Zheng Li, Ming Liang, Cong Liao, Bingchang Liu, Jiachen Liu, Zhiwei Liu, Shaojun Lu, Min Shen, Guangpei Wang, Huan Wang, Zhi Wang, Zhaogui Xu, Jiawei Yang, Qing Ye, Gehao Zhang, Yu Zhang, Zelin Zhao, Xunjin Zheng, Hailian Zhou, Lifu Zhu, Xianying Zhu |
| 2024 | ICWS | FastGCL: Fast Self-Supervised Graph Learning for Service Understanding. | Huizhe Zhang, Wangbin Sun, Liang Chen |
| 2024 | IGARSS | Diffusion-Geo: A Two-Stage Controllable Text-To-Image Generative Model for Remote Sensing Scenarios. | Miaoxin Cai, Wei Zhang, Tong Zhang, Yin Zhuang, He Chen, Liang Chen, Can Li |
| 2024 | IGARSS | Regression-Guided Positive Sample Refocusing Paradigm for Tiny Object Detection in Aerial Images. | Lihui Ge, He Chen, Guanqun Wang, Tong Zhang, Yin Zhuang, Fukun Bi, Liang Chen |
| 2024 | IGARSS | Uncertainty-Injected Cross-Domain Few-Shot Scene Classification From Remote Sensing Imagery. | Can Li, He Chen, Jiahao Li, Yin Zhuang, Liang Chen |
| 2024 | ISIT | Constructions of Binary MDS Array Codes with Optimal Cooperative Repair Bandwidth. | Lei Li, Xinchun Yu, Chenhao Ying, Liang Chen, Yuanyuan Dong, Yuan Luo |
| 2024 | KDD | Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing. | Bowei He, Yunpeng Weng, Xing Tang, Ziqiang Cui, Zexu Sun, Liang Chen, Xiuqiang He, Chen Ma |
| 2024 | KDD | Revisiting Modularity Maximization for Graph Clustering: A Contrastive Learning Perspective. | Yunfei Liu, Jintang Li, Yuehe Chen, Ruofan Wu, Ericbk Wang, Jing Zhou, Sheng Tian, Shuheng Shen, Xing Fu, Changhua Meng, Weiqiang Wang, Liang Chen |
| 2024 | KDD | One Fits All: Learning Fair Graph Neural Networks for Various Sensitive Attributes. | Yuchang Zhu, Jintang Li, Yatao Bian, Zibin Zheng, Liang Chen |
| 2024 | NAACL | SELF-GUARD: Empower the LLM to Safeguard Itself. | Zezhong Wang, Fangkai Yang, Lu Wang, Pu Zhao, Hongru Wang, Liang Chen, Qingwei Lin, Kam-Fai Wong |
| 2024 | NAACL | Mitigating Language-Level Performance Disparity in mPLMs via Teacher Language Selection and Cross-lingual Self-Distillation. | Haozhe Zhao, Zefan Cai, Shuzheng Si, Liang Chen, Yufeng He, Kaikai An, Baobao Chang |
| 2024 | SMC | Enhancing CNN-Based Network Robustness Predictors Through Representation Recovery Against Information Noise. | Liang Chen, Wenli Huang, Chengpei Wu, Junli Li |
| 2024 | SMC | NRPP: A Learning Graph Representation Approach for Network Robustness Prediction. | Wenli Huang, Liang Chen, Shuai Zhang, Junli Li |
| 2024 | WCNC | Multi-Agent Reinforcement Learning for Cooperative Task Offloading in Internet-of-Vehicles. | Yuchen Lei, Kai Jiang, Zhenning Wang, Yue Cao, Hai Lin, Liang Chen |
| 2024 | WWW | Fair Graph Representation Learning via Sensitive Attribute Disentanglement. | Yuchang Zhu, Jintang Li, Zibin Zheng, Liang Chen |
| 2024 | WSDM | Rethinking and Simplifying Bootstrapped Graph Latents. | Wangbin Sun, Jintang Li, Liang Chen, Bingzhe Wu, Yatao Bian, Zibin Zheng |
| 2024 | WSDM | The Devil is in the Data: Learning Fair Graph Neural Networks via Partial Knowledge Distillation. | Yuchang Zhu, Jintang Li, Liang Chen, Zibin Zheng |
| 2024 | SDM | Treatment-Aware Hyperbolic Representation Learning for Causal Effect Estimation with Social Networks. | Ziqiang Cui, Xing Tang, Yang Qiao, Bowei He, Liang Chen, Xiuqiang He, Chen Ma |
| 2023 | AAAI | Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks. | Jintang Li, Zhouxin Yu, Zulun Zhu, Liang Chen, Qi Yu, Zibin Zheng, Sheng Tian, Ruofan Wu, Changhua Meng |
| 2023 | AAAI | Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data. | Yuyao Zhai, Liang Chen, Minghua Deng |
| 2023 | ACL | Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization. | Liang Chen, Hongru Wang, Yang Deng, Wai-Chung Kwan, Zezhong Wang, Kam-Fai Wong |
| 2023 | ACL | On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation. | Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang |
| 2023 | ACML | Single Image Super-resolution Based On Non-subsampled Shearlet Transform. | Ming Tan, Liang Chen, Xuan Wu, Yi Wu |
| 2023 | APSEC | Assessing the Effectiveness of Vulnerability Detection via Prompt Tuning: An Empirical Study. | Guilong Lu, Xiaolin Ju, Xiang Chen, Shaoyu Yang, Liang Chen, Hao Shen |
| 2023 | CIKM | SAILOR: Structural Augmentation Based Tail Node Representation Learning. | Jie Liao, Jintang Li, Liang Chen, Bingzhe Wu, Yatao Bian, Zibin Zheng |
| 2023 | CIKM | GUARD: Graph Universal Adversarial Defense. | Jintang Li, Jie Liao, Ruofan Wu, Liang Chen, Zibin Zheng, Jiawang Dan, Changhua Meng, Weiqiang Wang |
| 2023 | CVPR | Improved Test-Time Adaptation for Domain Generalization. | Liang Chen, Yong Zhang, Yibing Song, Ying Shan, Lingqiao Liu |
| 2023 | CVPR | Cross-View Hierarchy Network for Stereo Image Super-Resolution. | Wenbin Zou, Hongxia Gao, Liang Chen, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan |
| 2023 | DASFAA | Self-Sampling Training and Evaluation for the Accuracy-Bias Tradeoff in Recommendation. | Dugang Liu, Yang Qiao, Xing Tang, Liang Chen, Xiuqiang He, Weike Pan, Zhong Ming |
| 2023 | EMNLP | Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators. | Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong |
| 2023 | EMNLP | Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. | Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua |
| 2023 | EMNLP | Guiding AMR Parsing with Reverse Graph Linearization. | Bofei Gao, Liang Chen, Peiyi Wang, Zhifang Sui, Baobao Chang |
| 2023 | EMNLP | RECAL: Sample-Relation Guided Confidence Calibration over Tabular Data. | Haotian Wang, Zhen Zhang, Mengting Hu, Qichao Wang, Liang Chen, Yatao Bian, Bingzhe Wu |
| 2023 | HPCC | Research on the Integrated Regulation of Meteorology on Medical Health Care for Depression in Pregnant Women. | Liang Chen, Chunyu Zhuang, Yingtian Mei, Yucong Duan |
| 2023 | HPCC | Computer Architecture and Chip Design for DIKWP Artificial Consciousness. | Kunguang Wu, Yucong Duan, Liang Chen, Yingbo Li, Qi Qi |
| 2023 | ICCAD | Fast Full-Chip Parametric Thermal Analysis Based on Enhanced Physics Enforced Neural Networks. | Liang Chen, Jincong Lu, Wentian Jin, Sheldon X.-D. Tan |
| 2023 | ICCAD | PostPINN-EM: Fast Post-Voiding Electromigration Analysis Using Two-Stage Physics-Informed Neural Networks. | Subed Lamichhane, Wentian Jin, Liang Chen, Mohammadamir Kavousi, Sheldon X.-D. Tan |
| 2023 | ICCV | Domain Generalization via Rationale Invariance. | Liang Chen, Yong Zhang, Yibing Song, Anton van den Hengel, Lingqiao Liu |
| 2023 | ICDE | Modelling High-Order Social Relations for Item Recommendation (Extended Abstract). | Yang Liu, Liang Chen, Xiangnan He, Jiaying Peng, Zibin Zheng, Jie Tang |
| 2023 | ICDE | Dynamic Activation of Clients and Parameters for Federated Learning over Heterogeneous Graphs. | Zishan Gu, Ke Zhang, Guangji Bai, Liang Chen, Liang Zhao, Carl Yang |
| 2023 | ICDM | Enhancing Graph Collaborative Filtering via Neighborhood Structure Embedding. | Xinzhou Jin, Jintang Li, Yuanzhen Xie, Liang Chen, Beibei Kong, Lei Cheng, Bo Hu, Zang Li, Zibin Zheng |
| 2023 | IJCAI | SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs. | Sheng Tian, Jihai Dong, Jintang Li, Wenlong Zhao, Xiaolong Xu, Baokun Wang, Bowen Song, Changhua Meng, Tianyi Zhang, Liang Chen |
| 2023 | IJCAI | Realistic Cell Type Annotation and Discovery for Single-cell RNA-seq Data. | Yuyao Zhai, Liang Chen, Minghua Deng |
| 2023 | IJCNN | Neural Architecture Search with Heterogeneous Representation Learning for Zero-Shot Multi-Label Text Classification. | Liang Chen, Xueming Yan, Zilong Wang, Han Huang |
| 2023 | IPIN | An LSTM Approach for Modelling Error of Smartphone-reported GNSS Location Under Mixed LOS/NLOS Environments. | Yue Yu, Wenzhong Shi, Zhewei Liu, Shiyu Bai, Liang Chen, Ruizhi Chen |
| 2023 | IGARSS | Hybrid Transformer Network for Change Detection Under Self-Supervised Pretraining. | Yongjing Cui, Yin Zhuang, Shan Dong, Xinyi Zhang, Peng Gao, He Chen, Liang Chen |
| 2023 | ISIT | New Constructions of Binary MDS Array Codes with Optimal Repair Bandwidth. | Lei Li, Chenhao Ying, Liang Chen, Yuanyuan Dong, Yuan Luo |
| 2023 | KDD | What's Behind the Mask: Understanding Masked Graph Modeling for Graph Autoencoders. | Jintang Li, Ruofan Wu, Wangbin Sun, Liang Chen, Sheng Tian, Liang Zhu, Changhua Meng, Zibin Zheng, Weiqiang Wang |
| 2023 | KDD | M5: Multi-Modal Multi-Interest Multi-Scenario Matching for Over-the-Top Recommendation. | Pengyu Zhao, Xin Gao, Chunxu Xu, Liang Chen |
| 2023 | PST | A Trust-Based Approach for Data Sharing in the MQTT Environment. | Liang Chen, Stilianos Vidalis, Su Yang |
| 2023 | WCNC | An Efficient Visible Light Positioning and Rotation Estimation System Using Two LEDs and a Photodiode Array. | Yongbin Gong, Jing Yang, Di Miao, Yuzheng Yang, Ziyi Han, Jingrui Li, Bingcheng Zhu, Lanting Fang, Liang Chen |
| 2023 | WWW | Optimizing Feature Set for Click-Through Rate Prediction. | Fuyuan Lyu, Xing Tang, Dugang Liu, Liang Chen, Xiuqiang He, Xue Liu |
| 2023 | WWW | Deep Neural Network with LinUCB: A Contextual Bandit Approach for Personalized Recommendation. | Qicai Shi, Feng Xiao, Douglas Pickard, Inga Chen, Liang Chen |
| 2023 | SIGIR | Curriculum Modeling the Dependence among Targets with Multi-task Learning for Financial Marketing. | Yunpeng Weng, Xing Tang, Liang Chen, Xiuqiang He |
| 2023 | SIGIR | Manipulating Federated Recommender Systems: Poisoning with Synthetic Users and Its Countermeasures. | Wei Yuan, Quoc Viet Hung Nguyen, Tieke He, Liang Chen, Hongzhi Yin |
| 2022 | AAAI | Mutual Nearest Neighbor Contrast and Hybrid Prototype Self-Training for Universal Domain Adaptation. | Liang Chen, Qianjin Du, Yihang Lou, Jianzhong He, Tao Bai, Minghua Deng |
| 2022 | AAAI | Evidential Neighborhood Contrastive Learning for Universal Domain Adaptation. | Liang Chen, Yihang Lou, Jianzhong He, Tao Bai, Minghua Deng |
| 2022 | AAAI | Neighborhood Consensus Contrastive Learning for Backward-Compatible Representation. | Shengsen Wu, Liang Chen, Yihang Lou, Yan Bai, Tao Bai, Minghua Deng, Ling-Yu Duan |
| 2022 | ACL | Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation. | Liang Chen, Runxin Xu, Baobao Chang |
| 2022 | ACL | Hierarchical Curriculum Learning for AMR Parsing. | Peiyi Wang, Liang Chen, Tianyu Liu, Damai Dai, Yunbo Cao, Baobao Chang, Zhifang Sui |
| 2022 | ASPDAC | Fast Thermal Analysis for Chiplet Design based on Graph Convolution Networks. | Liang Chen, Wentian Jin, Sheldon X.-D. Tan |
| 2022 | ASPDAC | Fast Electromigration Stress Analysis Considering Spatial Joule Heating Effects. | Mohammadamir Kavousi, Liang Chen, Sheldon X.-D. Tan |
| 2022 | CRiSIS | An Incentive Mechanism for Managing Obligation Delegation. | Liang Chen, Cheng Zeng, Stilianos Vidalis |
| 2022 | CSCWD | FedRME: Federated Road Markings Extraction from Mobile LiDAR Point Clouds. | Liang Chen, Xiaoliang Fan, Haibing Jin, Xiaotian Sun, Ming Cheng, Cheng Wang |
| 2022 | CVPR | Geometric Anchor Correspondence Mining with Uncertainty Modeling for Universal Domain Adaptation. | Liang Chen, Yihang Lou, Jianzhong He, Tao Bai, Minghua Deng |
| 2022 | CVPR | Self-supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection. | Liang Chen, Yong Zhang, Yibing Song, Lingqiao Liu, Jue Wang |
| 2022 | CVPR | Self-Calibrated Efficient Transformer for Lightweight Super-Resolution. | Wenbin Zou, Tian Ye, Weixin Zheng, Yunchen Zhang, Liang Chen, Yi Wu |
| 2022 | DSAA | A novel real-time trajectory compression method for privacy protection. | Jiachun Tao, Liang Chen, Junhua Fang |
| 2022 | ECCV | CAR: Class-Aware Regularizations for Semantic Segmentation. | Ye Huang, Di Kang, Liang Chen, Xuefei Zhe, Wenjing Jia, Linchao Bao, Xiangjian He |
| 2022 | ECCV | Perceiving and Modeling Density for Image Dehazing. | Tian Ye, Yunchen Zhang, Mingchao Jiang, Liang Chen, Yun Liu, Sixiang Chen, Erkang Chen |
| 2022 | HPCC | Index system construction and weight distribution method based on improved credibility. | Liang Chen, Wang Sule, Lulu Zhao |
| 2022 | HPCC | Purpose Driven DIKW Modeling and Analysis of Meteorology and Depression. | Zhendong Guo, Yucong Duan, Liang Chen, Chunyu Zhuang, Yingtian Mei |
| 2022 | HPCC | Purpose Driven Disputation Modeling, Analysis and Resolution Based on DIKWP Graphs. | Yingtian Mei, Yucong Duan, Liang Chen, Zaiwen Feng, Lei Yu, Zhendong Guo |
| 2022 | HPCC | Research on Gale Forecast Method of Yangpu Port Based on Random Forest Model. | Wanting Wang, Liang Chen, Yucong Duan |
| 2022 | ICCAD | HierPINN-EM: Fast Learning-Based Electromigration Analysis for Multi-Segment Interconnects Using Hierarchical Physics-Informed Neural Network. | Wentian Jin, Liang Chen, Subed Lamichhane, Mohammadamir Kavousi, Sheldon X.-D. Tan |
| 2022 | IJCAI | Spiking Graph Convolutional Networks. | Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo |
| 2022 | IGARSS | Feasibility of Using Landsat Synthetic Images to Classify Tree Species in Southwest Sichuan, China. | Rui He, Binbin He, Yue Shi, Liang Chen, Zili Wang, Xiaoying Lai |
| 2022 | IGARSS | Adaptive Local Context Embedding for Small Vehicle Detection from Aerial Optical Remote Sensing Images. | Shanjunyu Liu, Yin Zhuang, Hao Dong, Peng Gao, Guanqun Wang, Tong Zhang, Liang Chen, He Chen, Lianlin Li |
| 2022 | IWCMC | An Innovative Accuracy Estimation Algorithm of Fingerprint Positioning. | Liang Chen, Pei Wen, Deyue Zou, Feng Li, Liansheng He |
| 2022 | KDD | Trustworthy Graph Learning: Reliability, Explainability, and Privacy Protection. | Bingzhe Wu, Yatao Bian, Hengtong Zhang, Jintang Li, Junchi Yu, Liang Chen, Chaochao Chen, Junzhou Huang |
| 2022 | MICCAI | Interpretable Lung Cancer Diagnosis with Nodule Attribute Guidance and Online Model Debugging. | Hanxiao Zhang, Liang Chen, Minghui Zhang, Xiao Gu, Yulei Qin, Weihao Yu, Feng Yao, Zhexin Wang, Yun Gu, Guang-Zhong Yang |
| 2022 | MICCAI | Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction. | Hanxiao Zhang, Xiao Gu, Minghui Zhang, Weihao Yu, Liang Chen, Zhexin Wang, Feng Yao, Yun Gu, Guang-Zhong Yang |
| 2022 | NAACL | ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs. | Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang |
| 2022 | PRICAI | Machine Learning-Driven Reactor Pressure Vessel Embrittlement Prediction Model. | Pin Jin, Liang Chen, Haopeng Chen, Lingti Kong, Zhengcao Li |
| 2021 | AAAI | Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation. | Kai Wang, Zhene Zou, Qilin Deng, Jianrong Tao, Runze Wu, Changjie Fan, Liang Chen, Peng Cui |
| 2021 | ACL | DialogSum: A Real-Life Scenario Dialogue Summarization Dataset. | Yulong Chen, Yang Liu, Liang Chen, Yue Zhang |
| 2021 | AMIA | Characterizing Brain Signals for Epileptic Pre-ictal Signal Classification. | Hao Yu, Shize Jiang, Yan Huang, Xiaojin Li, Xiaoling Wang, Liang Chen, Jin Chen |
| 2021 | CIKM | Expanding Relationship for Cross Domain Recommendation. | Kun Xu, Yuanzhen Xie, Liang Chen, Zibin Zheng |
| 2021 | CVPR | Blind Deblurring for Saturated Images. | Liang Chen, Jiawei Zhang, Songnan Lin, Faming Fang, Jimmy S. Ren |
| 2021 | CVPR | Learning a Non-Blind Deblurring Network for Night Blurry Images. | Liang Chen, Jiawei Zhang, Jinshan Pan, Songnan Lin, Faming Fang, Jimmy S. Ren |
| 2021 | DAC | EMGraph: Fast Learning-Based Electromigration Analysis for Multi-Segment Interconnect Using Graph Convolution Networks. | Wentian Jin, Liang Chen, Sheriff Sadiqbatcha, Shaoyi Peng, Sheldon X.-D. Tan |
| 2021 | DASC | Decision-Making of an Autonomous Vehicle when Approached by an Emergency Vehicle using Deep Reinforcement Learning. | Hamid Shoaraee, Liang Chen, Fan Jiang |
| 2021 | HPCC | Reconstruction of Smart Meteorological Service Based on DIKW. | Liang Chen, Xiaowen Wei, Shengbei Chen, Yucong Duan |
| 2021 | HPCC | Application Research of Naive Bayes Algorithm Based on DIKW in Weather Website. | Chaoning Li, Liang Chen, Shenghong Wu, Yunyin Mo, Liying Chen |
| 2021 | ICDE | Sequential Recommendation on Dynamic Heterogeneous Information Network. | Tao Xie, Yangjun Xu, Liang Chen, Yang Liu, Zibin Zheng |
| 2021 | ICIG | Using Conv-LSTM to Refine Features for Lightweight Image Super-Resolution Network. | Jiangtao Zhang, Yanyun Qu, Liang Chen |
| 2021 | IJCAI | Understanding Structural Vulnerability in Graph Convolutional Networks. | Liang Chen, Jintang Li, Qibiao Peng, Yang Liu, Zibin Zheng, Carl Yang |
| 2021 | IJCAI | Secure Deep Graph Generation with Link Differential Privacy. | Carl Yang, Haonan Wang, Ke Zhang, Liang Chen, Lichao Sun |
| 2021 | ICSE | GraphGallery: A Platform for Fast Benchmarking and Easy Development of Graph Neural Networks Based Intelligent Software. | Jintang Li, Kun Xu, Liang Chen, Zibin Zheng, Xiao Liu |
| 2021 | MMM | Crossed-Time Delay Neural Network for Speaker Recognition. | Liang Chen, Yanchun Liang, Xiaohu Shi, You Zhou, Chunguo Wu |
| 2021 | WWW | DGCN: Diversified Recommendation with Graph Convolutional Networks. | Yu Zheng, Chen Gao, Liang Chen, Depeng Jin, Yong Li |
| 2021 | SIGIR | AutoDebias: Learning to Debias for Recommendation. | Jiawei Chen, Hande Dong, Yang Qiu, Xiangnan He, Xin Xin, Liang Chen, Guli Lin, Keping Yang |
| 2021 | SIGIR | Self-supervised Graph Learning for Recommendation. | Jiancan Wu, Xiang Wang, Fuli Feng, Xiangnan He, Liang Chen, Jianxun Lian, Xing Xie |
| 2021 | WISE | Disatra: A Real-Time Distributed Abstract Trajectory Clustering. | Liang Chen, Pingfu Chao, Junhua Fang, Wei Chen, Jiajie Xu, Lei Zhao |
| 2021 | WSDM | Learning and Updating Node Embedding on Dynamic Heterogeneous Information Network. | Yuanzhen Xie, Zijing Ou, Liang Chen, Yang Liu, Kun Xu, Carl Yang, Zibin Zheng |
| 2020 | ASPDAC | An Adaptive Electromigration Assessment Algorithm for Full-chip Power/Ground Networks. | Shaobin Ma, Xiaoyi Wang, Sheldon X.-D. Tan, Liang Chen, Jian He |
| 2020 | CIKM | Personalized Bundle Recommendation in Online Games. | Qilin Deng, Kai Wang, Minghao Zhao, Zhene Zou, Runze Wu, Jianrong Tao, Changjie Fan, Liang Chen |
| 2020 | CIKM | Match Tracing: A Unified Framework for Real-time Win Prediction and Quantifiable Performance Evaluation. | Kai Wang, Hao Li, Linxia Gong, Jianrong Tao, Runze Wu, Changjie Fan, Liang Chen, Peng Cui |
| 2020 | CIKM | Deep Behavior Tracing with Multi-level Temporality Preserved Embedding. | Runze Wu, Hao Deng, Jianrong Tao, Changjie Fan, Qi Liu, Liang Chen |
| 2020 | CIKM | Ensembled CTR Prediction via Knowledge Distillation. | Jieming Zhu, Jinyang Liu, Weiqi Li, Jincai Lai, Xiuqiang He, Liang Chen, Zibin Zheng |
| 2020 | CVPR | MSFSR: A Multi-Stage Face Super-Resolution with Accurate Facial Representation via Enhanced Facial Boundaries. | Yunchen Zhang, Yi Wu, Liang Chen |
| 2020 | DASFAA | Keep You from Leaving: Churn Prediction in Online Games. | Angyu Zheng, Liang Chen, Fenfang Xie, Jianrong Tao, Changjie Fan, Zibin Zheng |
| 2020 | ECAI | Abstract Interpretation Based Robustness Certification for Graph Convolutional Networks. | Yang Liu, Jiaying Peng, Liang Chen, Zibin Zheng |
| 2020 | ECAI | Directional Adversarial Training for Recommender Systems. | Yangjun Xu, Liang Chen, Fenfang Xie, Weibo Hu, Jieming Zhu, Chuan Chen, Zibin Zheng |
| 2020 | ECCV | Enhanced Sparse Model for Blind Deblurring. | Liang Chen, Faming Fang, Shen Lei, Fang Li, Guixu Zhang |
| 2020 | ECCV | OID: Outlier Identifying and Discarding in Blind Image Deblurring. | Liang Chen, Faming Fang, Jiawei Zhang, Jun Liu, Guixu Zhang |
| 2020 | ECCV | AIM 2020 Challenge on Efficient Super-Resolution: Methods and Results. | Kai Zhang, Martin Danelljan, Yawei Li, Radu Timofte, Jie Liu, Jie Tang, Gangshan Wu, Yu Zhu, Xiangyu He, Wenjie Xu, Chenghua Li, Cong Leng, Jian Cheng, Guangyang Wu, Wenyi Wang, Xiaohong Liu, Hengyuan Zhao, Xiangtao Kong, Jingwen He, Yu Qiao, Chao Dong, Xiaotong Luo, Liang Chen, Jiangtao Zhang, Maitreya Suin, Kuldeep Purohit, A. N. Rajagopalan, Xiaochuan Li, Zhiqiang Lang, Jiangtao Nie, Wei Wei, Lei Zhang, Abdul Muqeet, Jiwon Hwang, Subin Yang, Jung Heum Kang, Sung-Ho Bae, Yongwoo Kim, Yanyun Qu, Geun-Woo Jeon, Jun-Ho Choi, Jun-Hyuk Kim, Jong-Seok Lee, Steven Marty, ric Marty, Dongliang Xiong, Siang Chen, Lin Zha, Jiande Jiang, Xinbo Gao, Wen Lu, Haicheng Wang, Vineeth Bhaskara, Alex Levinshtein, Stavros Tsogkas, Allan D. Jepson, Xiangzhen Kong, Tongtong Zhao, Shanshan Zhao, Hrishikesh P. S, Densen Puthussery, C. V. Jiji, Nan Nan, Shuai Liu, Jie Cai, Zibo Meng, Jiaming Ding, Chiu Man Ho, Xuehui Wang, Qiong Yan, Yuzhi Zhao, Long Chen, Long Sun, Wenhao Wang, Zhenbing Liu, Rushi Lan, Rao Muhammad Umer, Christian Micheloni |
| 2020 | FAST | HotRing: A Hotspot-Aware In-Memory Key-Value Store. | Jiqiang Chen, Liang Chen, Sheng Wang, Guoyun Zhu, Yuanyuan Sun, Huan Liu, Feifei Li |
| 2020 | FUSION | Multiple Basic Proposal Distributions Model Based Sampling Particle Filter. | Lihong Shi, Feng Yang, Litao Zheng, Xiaoxu Wang, Liang Chen |
| 2020 | ICARCV | Self-intersection Attention Pooling Based Classification for Rock Recognition. | Liang Chen, Qian Zheng, Zhitao Liu, Weijie Mao, Fulong Lin |
| 2020 | ICCAD | Electromigration Immortality Check considering Joule Heating Effect for Multisegment Wires. | Mohammadamir Kavousi, Liang Chen, Sheldon X.-D. Tan |
| 2020 | IGARSS | Feature Enhanced Centernet for Object Detection in Remote Sensing Images. | Tong Zhang, Guanqun Wang, Yin Zhuang, He Chen, Hao Shi, Liang Chen |
| 2020 | IJCAI | Deep Insights into Graph Adversarial Learning: An Empirical Study Perspective. | Jintang Li, Zishan Gu, Qibiao Peng, Kun Xu, Liang Chen, Zibin Zheng |
| 2020 | INDIN | Adversarial multi-domain adaptation for machine fault diagnosis with variable working conditions. | Qi Li, Shuangjie Liu, Bingru Yang, Yiyun Xu, Liang Chen, Changqing Shen |
| 2020 | IDEAS | A practical application for sentiment analysis on social media textual data. | Colton Aarts, Fan Jiang, Liang Chen |
| 2020 | IECON | Optimal sizing of fuel cell electric vehicle powertrain considering multiple objectives. | Jianhui Zhang, Liangfei Xu, Zunyan Hu, Liang Chen, Jianqiu Li, Minggao Ouyang |
| 2020 | ISPA | An efficient dynamic neural network for predicting time series data stream. | Liang Chen, Wei Wang, Yun Yang |
| 2020 | KDD | Interactive Path Reasoning on Graph for Conversational Recommendation. | Wenqiang Lei, Gangyi Zhang, Xiangnan He, Yisong Miao, Xiang Wang, Liang Chen, Tat-Seng Chua |
| 2020 | MICCAI | Realistic Adversarial Data Augmentation for MR Image Segmentation. | Chen Chen, Chen Qin, Huaqi Qiu, Cheng Ouyang, Shuo Wang, Liang Chen, Giacomo Tarroni, Wenjia Bai, Daniel Rueckert |
| 2020 | MICCAI | Spatial Semantic-Preserving Latent Space Learning for Accelerated DWI Diagnostic Report Generation. | Aydan Gasimova, Gavin Seegoolam, Liang Chen, Paul Bentley, Daniel Rueckert |
| 2020 | NPC | Location-Based Service Recommendation for Cold-Start in Mobile Edge Computing. | Mengshan Yu, Guisheng Fan, Huiqun Yu, Liang Chen |
| 2020 | VTC | Identification of Vehicle Obstruction Scenario Based on Machine Learning in Vehicle-to-vehicle Communications. | Mi Yang, Bo Ai, Ruisi He, Chen Huang, Jianzhi Li, Zhangfeng Ma, Liang Chen, Xue Li, Zhangdui Zhong |
| 2020 | SIGIR | Certifiable Robustness to Discrete Adversarial Perturbations for Factorization Machines. | Yang Liu, Xianzhuo Xia, Liang Chen, Xiangnan He, Carl Yang, Zibin Zheng |
| 2019 | CEC | Surprisingly Popular Algorithm-Based Comprehensive Adaptive Topology Learning PSO. | Quanlong Cui, Chuan Tang, Guiping Xu, Chunguo Wu, Xiaohu Shi, Yanchun Liang, Liang Chen, Heow Pueh Lee, Han Huang |
| 2019 | CIKM | Learning Region Similarity over Spatial Knowledge Graphs with Hierarchical Types and Semantic Relations. | Xiongnan Jin, Byungkook Oh, Sanghak Lee, Dongho Lee, Kyong-Ho Lee, Liang Chen |
| 2019 | COMPSAC | Short-Term Performance Metrics Forecasting for Virtual Machine to Support Anomaly Detection Using Hybrid ARIMA-WNN Model. | Juan Qiu, Qingfeng Du, Wei Wang, Kanglin Yin, Liang Chen |
| 2019 | CVPR | Blind Image Deblurring With Local Maximum Gradient Prior. | Liang Chen, Faming Fang, Tingting Wang, Guixu Zhang |
| 2019 | GLOBECOM | Robust Face Super-Resolution via Patch Network of Global Context Prior. | Liang Chen, Yi Wu, Zheng Yang, Wen-Kang Jia |
| 2019 | ICASSP | Dnn-based Spectral Enhancement for Neural Waveform Generators with Low-bit Quantization. | Yang Ai, Jing-Xuan Zhang, Liang Chen, Zhen-Hua Ling |
| 2019 | ICASSP | A Region Based Attention Method for Weakly Supervised Sound Event Detection and Classification. | Jie Yan, Yan Song, Wu Guo, Li-Rong Dai, Ian McLoughlin, Liang Chen |
| 2019 | IGARSS | Spatial Enhanced-SSD For Multiclass Object Detection in Remote Sensing Images. | Guanqun Wang, Yin Zhuang, Zhiru Wang, He Chen, Hao Shi, Liang Chen |
| 2019 | IJCAI | Matching User with Item Set: Collaborative Bundle Recommendation with Deep Attention Network. | Liang Chen, Yang Liu, Xiangnan He, Lianli Gao, Zibin Zheng |
| 2019 | INFOCOM | Information Cascades over Diffusion-Restricted Social Network: A Data-Driven Analysis. | Bo Zhang, Qiong Wu, Xu Chen, Liang Chen |
| 2019 | ICWS | Generative Adversarial Network Based Service Recommendation in Heterogeneous Information Networks. | Fenfang Xie, Shenghui Li, Liang Chen, Yangjun Xu, Zibin Zheng |
| 2019 | IGARSS | An Approach for Monitoring Global Vegetation Based on Aquarius L-band Scatterometer and Radiometer Observations. | Liang Chen, Cheng Wang, Haichao Li, Tianjie Zhao |
| 2019 | MICCAI | Intelligent Image Synthesis to Attack a Segmentation CNN Using Adversarial Learning. | Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert |
| 2019 | VTC | Directional Analysis of Vehicle-to-Vehicle Channels with Large Vehicle Obstructions. | Mi Yang, Bo Ai, Ruisi He, Liang Chen, Xue Li, Jianzhi Li, Zhangfeng Ma, Zhangdui Zhong |
| 2018 | CIKM | Heterogeneous Neural Attentive Factorization Machine for Rating Prediction. | Liang Chen, Yang Liu, Zibin Zheng, Philip S. Yu |
| 2018 | GLOBECOM | User-Centric Location Prediction in Mobile Social Networks: A Factor Graph Learning Approach. | Qiong Wu, Xu Chen, Zhi Zhou, Liang Chen |
| 2018 | ICASSP | A Fully Convolutional Tri-Branch Network (FCTN) for Domain Adaptation. | Junting Zhang, Liang Chen, C.-C. Jay Kuo |
| 2018 | ICML | Learning Semantic Representations for Unsupervised Domain Adaptation. | Shaoan Xie, Zibin Zheng, Liang Chen, Chuan Chen |
| 2018 | IGARSS | A Novel Harbor Detection Method Based on Pattern Coding Algorithm. | Guanqun Wang, Yin Zhuang, He Chen, Liang Chen |
| 2018 | IGARSS | Comprehensive Structure Voting Docked Ship Detection from High-Resolution Optical Satellite Images Based on Combined Multi-Orientation Sparse Representation. | Yin Zhuang, He Chen, Haotian Zhou, Liang Chen, Fukun Bi |
| 2018 | ICSE | Group preference based API recommendation via heterogeneous information network. | Fenfang Xie, Liang Chen, Dongding Lin, Chuan Chen, Zibin Zheng, Xiaola Lin |
| 2018 | ICSOC | Two-Phase Web Service QoS Prediction with Restricted Boltzmann Machine. | Lu Chen, Yuyu Yin, Yueshen Xu, Liang Chen, Jian Wan |
| 2018 | ICSOC | Software Service Recommendation Base on Collaborative Filtering Neural Network Model. | Liang Chen, Angyu Zheng, Yinglan Feng, Fenfang Xie, Zibin Zheng |
| 2018 | ICSOC | A Weighted Meta-graph Based Approach for Mobile Application Recommendation on Heterogeneous Information Networks. | Fenfang Xie, Liang Chen, Yongjian Ye, Yang Liu, Zibin Zheng, Xiaola Lin |
| 2018 | ICWS | Factorization Machine Based Service Recommendation on Heterogeneous Information Networks. | Fenfang Xie, Liang Chen, Yongjian Ye, Zibin Zheng, Xiaola Lin |
| 2018 | PDCAT | Research on Image Content Authentication Algorithm of Semi-fragile Watermarking for Adaptive Embedding Based on Characteristic of Image. | Shan Yang, Liang Chen, De Li |
| 2018 | SMC | SEEGview: A Toolbox for Localization and Visualization of Stereo-Electroencephalography (SEEG) Electrodes. | Guangye Li, Shize Jiang, Meng Wang, Zehan Wu, Peter Brunner, Gerwin Schalk, Liang Chen, Dingguo Zhang |
| 2017 | ICASSP | A joint learning based Face Super Resolution approach via contextual topological structure. | Liang Chen, Ruimin Hu, Zhen Han, Zhongyuan Wang, Qing Li |
| 2017 | ICASSP | Towards expressive instrument synthesis through smooth frame-by-frame reconstruction: From string to woodwind. | Sanna Wager, Liang Chen, Minje Kim, Christopher Raphael |
| 2017 | ICCCN | An Incentive-Based Mixed QoE Framework for Content Delivery to Smart Homes. | Suiming Guo, Liang Chen, Dah Ming Chiu |
| 2017 | ICDE | Mobi-SAGE: A Sparse Additive Generative Model for Mobile App Recommendation. | Hongzhi Yin, Liang Chen, Weiqing Wang, Xingzhong Du, Nguyen Quoc Viet Hung, Xiaofang Zhou |
| 2017 | ICDM | A Broad Learning Approach for Context-Aware Mobile Application Recommendation. | Tingting Liang, Lifang He, Chun-Ta Lu, Liang Chen, Philip S. Yu, Jian Wu |
| 2017 | ICONIP | An End-to-End Approach for Bearing Fault Diagnosis Based on a Deep Convolution Neural Network. | Liang Chen, Yuxuan Zhuang, Jinghua Zhang, Jianming Wang |
| 2017 | IGARSS | A novel method of speckle reduction and enhancement for SAR image. | Hao Shi, Liang Chen, Yin Zhuang, Jian Yang, Zhu Yang |
| 2017 | IGARSS | Pyramid integral image reconstruction algorithm for infrared remote sensing sea-land segmentation. | Penglin Wang, Yin Zhuang, He Chen, Liang Chen, Hao Shi, Fukun Bi |
| 2017 | ICRA | Lidar-histogram for fast road and obstacle detection. | Liang Chen, Jian Yang, Hui Kong |
| 2017 | ICSOC | An Embedding Based Factorization Machine Approach for Web Service QoS Prediction. | Yaoming Wu, Fenfang Xie, Liang Chen, Chuan Chen, Zibin Zheng |
| 2017 | ICSOC | Personalized Quality Centric Service Recommendation. | Yiwen Zhang, Xiaofei Ai, Qiang He, Xuyun Zhang, Wanchun Dou, Feifei Chen, Liang Chen, Yun Yang |
| 2017 | ICWS | Mobile Application Rating Prediction via Feature-Oriented Matrix Factorization. | Tingting Liang, Liang Chen, Xingde Ying, Philip S. Yu, Jian Wu, Zibin Zheng |
| 2017 | IECON | Further results on observer design for the Lur'e differential inclusion system. | Jun Huang, Liang Chen |
| 2017 | PAKDD | Exploiting Geographical Location for Team Formation in Social Coding Sites. | Yuqiang Han, Yao Wan, Liang Chen, Guandong Xu, Jian Wu |
| 2017 | VTC | User-Oriented Graph-Based Dynamic Frequency Reuse Scheme in Heterogeneous Networks. | Liang Chen, Lin Ma, Yubin Xu, Victor C. M. Leung |
| 2017 | WCNC | Stalling Assessment for Wireless Online Video Streams via ISP Traffic Monitoring. | Hui Tang, Liang Chen, Yue Wang, Na Wang, Xia Li |
| 2016 | CEC | Entropy determined hybrid two-stage multi-objective evolutionary algorithm combining locally linear embedding. | Liang Chen, Chong Zhou, Guangming Dai, Yuzhen Zhang, Ruixue Hu |
| 2016 | CEC | Cooperative coevolution with dependency identification grouping for large scale global optimization. | Guangming Dai, Xiaoyu Chen, Liang Chen, Maocai Wang, Lei Peng |
| 2016 | CEC | Robust design optimization based on multi-objective particle swarm optimization. | Yan Yu, Guangming Dai, Liang Chen, Chong Zhou, Lei Peng |
| 2016 | CEC | Global optimisation of multiple gravity assist spacecraft trajectories based on search space exploring and PCA. | Mingcheng Zuo, Guangming Dai, Lei Peng, Liang Chen, Xiaoyu Chen, Zhiming Song |
| 2016 | ICIP | Local binary pattern network: A deep learning approach for face recognition. | Meng Xi, Liang Chen, Desanka Polajnar, Weiyang Tong |
| 2016 | IGARSS | A novel threshold template algorithm for ship detection in high-resolution SAR images. | Chonglei Wang, Funkun Bi, Liang Chen, Jing Chen |
| 2016 | IGARSS | Space-borne SAR imaging degradation due to the ionospheric high order dispersive delay. | Cheng Wang, Liang Chen, Lu Liu |
| 2016 | IJCNN | Face Super Resolution for VLQ facial images via parent patch matching. | Liang Chen, Ruimin Hu, Zhen Han, Zhongyuan Wang, Qing Li, Zheng Lu |
| 2016 | ICSE | EARec: leveraging expertise and authority for pull-request reviewer recommendation in GitHub. | Haochao Ying, Liang Chen, Tingting Liang, Jian Wu |
| 2016 | ICSOC | Personalized API Recommendation via Implicit Preference Modeling. | Wei Gao, Liang Chen, Jian Wu, Hai Dong, Athman Bouguettaya |
| 2016 | ICSOC | Service Mining for Internet of Things. | Bing Huang, Athman Bouguettaya, Hai Dong, Liang Chen |
| 2016 | ICSOC | Meta-Path Based Service Recommendation in Heterogeneous Information Networks. | Tingting Liang, Liang Chen, Jian Wu, Hai Dong, Athman Bouguettaya |
| 2016 | ICWS | Joint Modeling Users, Services, Mashups, and Topics for Service Recommendation. | Wei Gao, Liang Chen, Jian Wu, Athman Bouguettaya |
| 2016 | ICWS | Exploiting Heterogeneous Information for Tag Recommendation in API Management. | Tingting Liang, Liang Chen, Jian Wu, Athman Bouguettaya |
| 2016 | ICWS | An Efficient and Effective Overlapping Communities Discovery Based on Agglomerative Graph. | Ying Yin, Liang Chen, Yuhai Zhao, He Li, Bin Zhang, Yongming Yan |
| 2016 | ISDA | Combinatorial Structural Clustering (CSC): A Novel Structural Clustering Approach for Large Scale Networks. | Liang Chen, Hongbo Liu, Weishi Zhang, Bo Zhang |
| 2016 | PAKDD | Incorporating Heterogeneous Information for Mashup Discovery with Consistent Regularization. | Yao Wan, Liang Chen, Qi Yu, Tingting Liang, Jian Wu |
| 2016 | PAKDD | Social Group Based Video Recommendation Addressing the Cold-Start Problem. | Chunfeng Yang, Yipeng Zhou, Liang Chen, Xiaopeng Zhang, Dah-Ming Chiu |
| 2016 | PAKDD | Collaborative Deep Ranking: A Hybrid Pair-Wise Recommendation Algorithm with Implicit Feedback. | Haochao Ying, Liang Chen, Yuwen Xiong, Jian Wu |
| 2016 | PDCAT | A Learning-Based System for Monitoring Electrical Load in Smart Grid. | Shugeng Ding, Yidong Li, Xiaolin Xu, Hongwei Xing, Zhen Wang, Liang Chen, Gang Wang, Yu Meng |
| 2016 | VTC | Cluster-Based Joint Cell Association and Interference Coordination Control in Heterogeneous Networks. | Liang Chen, Lin Ma, Yubin Xu, Victor C. M. Leung, Xiaolu Wang |
| 2016 | WWW | PGRank: Personalized Geographical Ranking for Point-of-Interest Recommendation. | Haochao Ying, Liang Chen, Yuwen Xiong, Jian Wu |
| 2016 | WACV | MIDI-assisted egocentric optical music recognition. | Liang Chen, Kun Duan |
| 2016 | WISE | Temporal Pattern Based QoS Prediction. | Liang Chen, Haochao Ying, Qibo Qiu, Jian Wu, Hai Dong, Athman Bouguettaya |
| 2015 | ASPDAC | Event-driven transient error propagation: A scalable and accurate soft error rate estimation approach. | Mojtaba Ebrahimi, Razi Seyyedi, Liang Chen, Mehdi Baradaran Tahoori |
| 2015 | COMSNETS | Batching for Smart Home: Leveraging delay-insensitive workload in cloud storage. | Suiming Guo, Liang Chen, Guoqiang Zhang, Dah Ming Chiu |
| 2015 | ETS | Reliability-aware operation chaining in high level synthesis. | Liang Chen, Mojtaba Ebrahimi, Mehdi Baradaran Tahoori |
| 2015 | ICCCN | DST: Leveraging Delay-Insensitive Workload in Cloud Storage for Smart Home Network. | Suiming Guo, Liang Chen, Dah-Ming Chiu |
| 2015 | ICDM | Crowdsourcing Based API Search via Leveraging Twitter Lists Information. | Tingting Liang, Liang Chen, Haochao Ying, Zibin Zheng, Jian Wu |
| 2015 | IJCNN | Packing equal circles in a damaged square. | Xinyi Zhuang, Ling Yan, Liang Chen |
| 2015 | IPIN | Monocular visual SLAM for tactical situational awareness. | Laura Ruotsalainen, Simo Grohn, Martti Kirkko-Jaakkola, Liang Chen, Robert Guinness, Heidi Kuusniemi |
| 2015 | ICSOC | CASE: A Platform for Crowdsourcing Based API Search. | Tingting Liang, Liang Chen, Zhining Xie, Wei Yang, Jian Wu |
| 2015 | ICWS | WS-HFS: A Heterogeneous Feature Selection Framework for Web Services Mining. | Liang Chen, Qi Yu, Philip S. Yu, Jian Wu |
| 2015 | ICWS | Manifold-Learning Based API Recommendation for Mashup Creation. | Wei Gao, Liang Chen, Jian Wu, Honghao Gao |
| 2015 | ICWS | Time-Aware API Popularity Prediction via Heterogeneous Features. | Yao Wan, Liang Chen, Jian Wu, Qi Yu |
| 2015 | ICWS | Learning Sparse Functional Factors for Large-Scale Service Clustering. | Qi Yu, Hongbing Wang, Liang Chen |
| 2015 | LANMAN | Analyzing streaming performance in crowdsourcing-based video service systems. | Yipeng Zhou, Liang Chen, Mi Jing, Zhong Ming, Dah Ming Chiu |
| 2015 | MICCAI | Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning. | Liang Chen, Tong Tong, Chin Pang Ho, Rajiv Patel, David A. Cohen, Angela C. Dawson, Omid Halse, Olivia Geraghty, Paul E. M. Rinne, Christopher J. White, Tagore Nakornchai, Paul Bentley, Daniel Rueckert |
| 2015 | MICCAI | Nonlinear Graph Fusion for Multi-modal Classification of Alzheimer's Disease. | Tong Tong, Katherine R. Gray, Qinquan Gao, Liang Chen, Daniel Rueckert |
| 2015 | MMM | Coupled Discriminant Multi-Manifold Analysis with Application to Low-Resolution Face Recognition. | Junjun Jiang, Ruimin Hu, Zhen Han, Liang Chen, Jun Chen |
| 2015 | NOSSDAV | Thunder crystal: a novel crowdsourcing-based content distribution platform. | Liang Chen, Yipeng Zhou, Mi Jing, Richard T. B. Ma |
| 2015 | PIMRC | Fairness awared joint sub-channel and power allocation via genetic algorithm in MIMO two-tier networks. | Liang Chen, Lin Ma, Yubin Xu |
| 2015 | PST | An access control model for protecting provenance graphs. | Liang Chen, Peter Edwards, John D. Nelson, Timothy J. Norman |
| 2014 | CIKM | DUBMOD14 - International Workshop on Data-driven User Behavioral Modeling and Mining from Social Media. | Jalal Mahmud, Jeffrey Nichols, Michelle X. Zhou, James Caverlee, Yi Zeng, Liang Chen, John O'Donovan |
| 2014 | CVPR | Dual Linear Regression Based Classification for Face Cluster Recognition. | Liang Chen |
| 2014 | DAC | Reliability-aware Register Binding for Control-Flow Intensive Designs. | Liang Chen, Mehdi Baradaran Tahoori |
| 2014 | ETS | Quantitative evaluation of register vulnerabilities in RTL control paths. | Liang Chen, Mojtaba Ebrahimi, Mehdi Baradaran Tahoori |
| 2014 | ICCCN | A lifetime model of online video popularity. | Liang Chen, Yipeng Zhou, Dah-Ming Chiu |
| 2014 | ISCAS | Efficient learning based face hallucination approach via facial standard deviation prior. | Liang Chen, Ruimin Hu, Junjun Jiang, Zhen Han |
| 2014 | IDEAL | Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification. | Liang Chen, Ming Yang, Cheng Deng, Hujun Yin |
| 2014 | ISVC | A Weighted Regional Voting Based Ensemble of Multiple Classifiers for Face Recognition. | Jing Cheng, Liang Chen |
| 2014 | IWCMC | A measurement study of the potential benefits for peer-assisted mobile VoD. | Jiqiang Wu, Liang Chen, Dah-Ming Chiu, Youwei Hua, Zirong Zhu |
| 2014 | NOSSDAV | Fake View Analytics in Online Video Services. | Liang Chen, Yipeng Zhou, Dah Ming Chiu |
| 2014 | PAKDD | Data Augmented Maximum Margin Matrix Factorization for Flickr Group Recommendation. | Liang Chen, Yilun Wang, Tingting Liang, Lichuan Ji, Jian Wu |
| 2014 | PST | TRAAC: Trust and risk aware access control. | Chris Burnett, Liang Chen, Peter Edwards, Timothy J. Norman |
| 2014 | VTC | A Novel Strategy to Evaluate QoE for Video Service Delivered over HTTP Adaptive Streaming. | Xiaolin Deng, Liang Chen, Fei Wang, Zesong Fei, Wei Bai, Chen Chi, Guanglin Han, Lei Wan |
| 2014 | TrustCom | SocAware: A Middleware for Social Applications in Online Social Networks. | Liang Chen, Kan Chen, Chengcheng Shao, Peidong Zhu |
| 2014 | SecureComm | Social Authentication Identity: An Alternate to Internet Real Name System. | Chengcheng Shao, Liang Chen, Shuo Fan, Xinwen Jiang |
| 2013 | ASPDAC | CLASS: Combined logic and architectural soft error sensitivity analysis. | Mojtaba Ebrahimi, Liang Chen, Hossein Asadi, Mehdi Baradaran Tahoori |
| 2013 | BigData | Full Recognition of Massive Products Based on Property Set. | Li Kuang, Liang Chen, Yanan Xie, Jian Wu |
| 2013 | CIKM | Content-boosted maximum margin matrix factorization for Flickr group recommendation. | Yilun Wang, Liang Chen, Jian Wu |
| 2013 | CIKM | iNewsBox: modeling and exploiting implicit feedback for building personalized news radio. | Yanan Xie, Liang Chen, Kunyang Jia, Lichuan Ji, Jian Wu |
| 2013 | CISS | On achievable rates for Gaussian MIMO relay channels. | Liang Chen |
| 2013 | GLOBECOM | Wireless network coding with physical-layer security. | Liang Chen |
| 2013 | ICCAD | A just-in-time customizable processor. | Liang Chen, Joseph Tarango, Tulika Mitra, Philip Brisk |
| 2013 | ICCCN | Video Browsing - A Study of User Behavior in Online VoD Services. | Liang Chen, Yipeng Zhou, Dah Ming Chiu |