| 2026 | AAAI | LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models. | Huimin Ren, Yan Liang, Baiqiao Su, Chaobo Sun, Hengtong Lu, Kaike Zhang, Chen Wei |
| 2026 | ACL | Enhancing Agentic Textual Graph Retrieval with Synthetic Stepwise Supervision. | Ge Chang, Jinbo Su, Jiacheng Liu, Pengfei Yang, Yuhao Shang, Huiwen Zheng, Hongli Ma, Yan Liang, Yuanchun Li, Yunxin Liu |
| 2026 | ISCAS | Data-driven Parameter Design Method for Memristive LIF Neuron Circuits. | Yan Liang, Lei Chen, Yujiao Dong, Yidan Mao, Yue Jiang, Ciyan Zheng |
| 2026 | SIGCOMM | EMA: Efficient Model Adaptation for Learning-based Systems. | Daiyang Yu, Xinyu Chen, Yihan Zhang, Yan Liang, Yaqi Qiao, Fan Lai |
| 2025 | CogSci | Prior-Prompt-Based GCN for Depression Recognition Through Gait Observation. | Chengju Zhou, Yutao Xu, Yan Liang |
| 2025 | EMNLP | An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint. | Yi Sun, Han Wang, Jiaqiang Li, Jiacheng Liu, Xiangyu Li, Hao Wen, Yizhen Yuan, Huiwen Zheng, Yan Liang, Yuanchun Li, Yunxin Liu |
| 2025 | ICASSP | An End-to-End Graph-Guided Spatiotemporal Model for Adaptive Frame-Level Facial Affect Analysis in the Wild. | Yan Liang, Yan Hao, Zenan Yao, Jiacheng Liao, Jiahui Pan |
| 2025 | ICASSP | SEE: Semantically Aligned EEG-to-Text Translation. | Yitian Tao, Yan Liang, Luoyu Wang, Yongqing Li, Qing Yang, Han Zhang |
| 2025 | ICASSP | Revolutionizing Disease Diagnosis with simultaneous functional PET/MR and Deeply Integrated Brain Metabolic, Hemodynamic, and Perfusion Networks. | Luoyu Wang, Yitian Tao, Qing Yang, Yan Liang, Siwei Liu, Hongcheng Shi, Dinggang Shen, Han Zhang |
| 2025 | ICLR | Data Center Cooling System Optimization Using Offline Reinforcement Learning. | Xianyuan Zhan, Xiangyu Zhu, Peng Cheng, Xiao Hu, Ziteng He, Hanfei Geng, Jichao Leng, Huiwen Zheng, Chenhui Liu, Tianshun Hong, Yan Liang, Yunxin Liu, Feng Zhao |
| 2024 | CIKM | Explainable and Coherent Complement Recommendation Based on Large Language Models. | Zelong Li, Yan Liang, Ming Wang, Sungro Yoon, Jiaying Shi, Xin Shen, Xiang He, Chenwei Zhang, Wenyi Wu, Hanbo Wang, Jin Li, Jim Chan, Yongfeng Zhang |
| 2024 | ISCAS | Double locally active memristor-based inductor-free chaotic circuit. | Qingdian Geng, Yan Liang, Zhenzhou Lu, Herbert Ho-Ching Iu, Guangyi Wang |
| 2024 | TrustCom | A corrected method for parameters in the signal propagation model. | Yan Liang, Xin Dong, Song Chen, Zhengda Li, Zhimin Chang |
| 2024 | SRDS | DTC: Real-Time and Accurate Distributed Triangle Counting in Fully Dynamic Graph Streams. | Wei Xuan, Yan Liang, Huawei Cao, Ning Lin, Xiaochun Ye, Dongrui Fan |
| 2023 | ACL | Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs. | Zijie Huang, Daheng Wang, Binxuan Huang, Chenwei Zhang, Jingbo Shang, Yan Liang, Zhengyang Wang, Xian Li, Christos Faloutsos, Yizhou Sun, Wei Wang |
| 2023 | IJCNN | Engagement Recognition in Online Learning Based on an Improved Video Vision Transformer. | Zijian Guo, Zhuoyi Zhou, Jiahui Pan, Yan Liang |
| 2023 | IJCNN | Speech Emotion Recognition Using Dual Global Context Attention and Time-Frequency Features. | Peng Zhang, Xuheng Bai, Jing Zhao, Yan Liang, Fuqiang Wang, Xiaoming Wu |
| 2022 | EMNLP | Ask-and-Verify: Span Candidate Generation and Verification for Attribute Value Extraction. | Yifan Ding, Yan Liang, Nasser Zalmout, Xian Li, Christan Grant, Tim Weninger |
| 2022 | PRICAI | Video-Based Emotion Recognition in the Wild for Online Education Systems. | Genting Mai, Zijian Guo, Yicong She, Hongni Wang, Yan Liang |
| 2021 | ACL | AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding. | Jun Yan, Nasser Zalmout, Yan Liang, Christan Grant, Xiang Ren, Xin Luna Dong |
| 2021 | APNOMS | Power Control and Evolutionary Strategy Based Slicing Resource Allocation for V2V Communication. | Yan Liang, Xin Chen, Teng Ma, Shengcheng Ma, Libo Jiao |
| 2021 | ICA3PP | Dynamic Offloading and Frequency Allocation for Internet of Vehicles with Energy Harvesting. | Teng Ma, Xin Chen, Yan Liang, Ying Chen |
| 2021 | IWCMC | Distributed Weighted Least Squares Estimator Without Prior Distribution Knowledge. | Shun Liu, Zhifei Li, Weifang Zhang, Yan Liang |
| 2021 | KDD | PAM: Understanding Product Images in Cross Product Category Attribute Extraction. | Rongmei Lin, Xiang He, Jie Feng, Nasser Zalmout, Yan Liang, Li Xiong, Xin Luna Dong |
| 2021 | KDD | All You Need to Know to Build a Product Knowledge Graph. | Nasser Zalmout, Chenwei Zhang, Xian Li, Yan Liang, Xin Luna Dong |
| 2021 | VTC | A Model and Data Hybrid Driven Detection Scheme for IRS-Assisted Massive MIMO Systems. | Meng Ge, Fei Li, Ting Li, Wei Ji, Yan Liang |
| 2020 | FUSION | A Two-stage Particle Filter for Equality Constrained Systems. | Chongyang Hu, Yan Liang, Linfeng Xu |
| 2020 | ICPADS | Cooperative Resource Sharing Strategy With eMBB Cellular and C-V2X Slices. | Yan Liang, Xin Chen, Shuang Chen, Ying Chen |
| 2020 | KDD | AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types. | Xin Luna Dong, Xiang He, Andrey Kan, Xian Li, Yan Liang, Jun Ma, Yifan Ethan Xu, Chenwei Zhang, Tong Zhao, Gabriel Blanco Saldana, Saurabh Deshpande, Alexandre Michetti Manduca, Jay Ren, Surender Pal Singh, Fan Xiao, Haw-Shiuan Chang, Giannis Karamanolakis, Yuning Mao, Yaqing Wang, Christos Faloutsos, Andrew McCallum, Jiawei Han |
| 2020 | SMC | New Results on State Estimation of Static Neural Networks with Time-Varying Delays. | Jing He, Yan Liang |
| 2019 | FUSION | Gaussian Mixture Fitting Filter for Non-Gaussian Measurement Environment. | Haoran Cui, Xiaoxu Wang, Yan Liang, Quan Pan |
| 2019 | FUSION | A Robust Student's t-Based Labeled Multi-Bernoulli Filter. | Wanying Zhang, Yan Liang, Feng Yang, Linfeng Xu |
| 2019 | IWCMC | Matrix Approximate Inversion Based Signal Detection in Large-scale 3D-MIMO Systems. | Wei Ren, Yang Zhou, Wei Ji, Ting Li, Yan Liang, Fei Li |
| 2019 | IWCMC | Location Aided and Machine Learning-Based Beam Allocation for 3D Massive MIMO Systems. | Yuchen Xie, Wei Ji, Ting Li, Yan Liang, Fei Li |
| 2019 | IWCMC | User Grouping Based Multi-Layer Precoding for Multi-Cell 3D MIMO System with Statistical CSI. | Jishi Xue, Yan Liang, Ting Li, Wei Ji, Fei Li |
| 2019 | NAACL | Relation Discovery with Out-of-Relation Knowledge Base as Supervision. | Yan Liang, Xin Liu, Jianwen Zhang, Yangqiu Song |
| 2019 | PIMRC | Low-complexity Calibration Scheme of Channel Reciprocity for Massive MIMO-OFDM System with IQ Imbalance. | Jing Sun, Yan Liang, Ting Li, Wei Ji, Fei Li |
| 2018 | FUSION | Variational Bayesian Inference for Jump Markov Linear Systems with Unknown Transition Probabilities. | Jingying Cao, Yan Liang, Liwei Liu |
| 2018 | FUSION | Linear Gaussian Regression Filter Based on Variational Bayes. | Xiaoxu Wang, Haoran Cui, Quan Pan, Yan Liang, Jinwen Hu, Zhao Xu |
| 2018 | FUSION | A Heavy-Tailed Noise Tolerant Labeled Multi-Bernoulli Filter. | Wanying Zhang, Feng Yang, Yan Liang, Zhentao Liu |
| 2018 | IRI | New Techniques for Coding Political Events across Languages. | Yan Liang, Khaled Jabr, Christan Grant, Jill Irvine, Andrew Halterman |
| 2017 | FUSION | Gaussian mixture approximation smoother for hypersonic glide reentry vehicles tracking. | Wenchao Zhan, Yan Liang, Linfeng Xu, Ping Qiao, Liuqing Yang |
| 2016 | FUSION | Multi-path multi-rate filter for OTHR based tracking systems. | Hang Geng, Yan Liang, Xiaoxu Wang, Feng Yang, Linfeng Xu, Quan Pan |
| 2016 | FUSION | Anti-ship missile target tracking based on guidance law estimation. | Gaoru Xue, Xiaoxu Wang, Wenchao Zhan, Yan Liang, Chunhui Zhao |
| 2016 | FUSION | A kinematic model of route-based target tracking: Direct discrete-time form. | Linfeng Xu, Yan Liang, Quan Pan, Zhansheng Duan, Gongjian Zhou |
| 2016 | FUSION | Cardinality Balanced Multi-Target Multi-Bernoulli filter for target tracking with amplitude information. | Feng Yang, Wanying Zhang, Yan Liang, Yazhe Su, Xuanzheng Yao |
| 2016 | VCIP | Decomposition and matching: Towards efficient automatic Chinese character stroke extraction. | Zongyi Xu, Yan Liang, Qianni Zhang, Le Dong, Ebroul Izquierdo |
| 2015 | FUSION | Joint estimation of target state and ionosphere state for OTHR based tracking. | Hang Geng, Yan Liang, Feng Yang, Linfeng Xu |
| 2015 | FUSION | Doppler-only tracking under a minimum detectable velocity constraint. | Chongyang He, Yan Liang, Jinfeng Zhang, Xiaoxue Feng, Qian Feng |
| 2015 | FUSION | Adaptive upper-bound linear mean square error filter of Markovian jump linear systems with generalized unknown disturbances. | Yuemei Qin, Yan Liang, Yanbo Yang, Quan Pan, Yanting Yang |
| 2015 | FUSION | An effective modeling framework for equality-constrained dynamic systems. | Linfeng Xu, X. Rong Li, Yan Liang, Zhansheng Duan, Qian Feng |
| 2015 | WABI | Optimizing Read Reversals for Sequence Compression - (Extended Abstract). | Zhong Sichen, Lu Zhao, Yan Liang, Mohammadzaman Zamani, Rob Patro, Rezaul Chowdhury, Esther M. Arkin, Joseph S. B. Mitchell, Steven Skiena |
| 2014 | CEC | A hybrid EA for high-dimensional subspace clustering problem. | Lin Lin, Mitsuo Gen, Yan Liang |
| 2014 | CIS | Action Recognition Using Local Joints Structure and Histograms of 3D Joints. | Yan Liang, Wanxuan Lu, Wei Liang, Yucheng Wang |
| 2014 | DSAA | Hadoop based Deep Packet Inspection system for traffic analysis of e-business websites. | Jiangtao Luo, Yan Liang, Wei Gao, Junchao Yang |
| 2014 | FUSION | Constrained Extended Kalman Filter for ultra-wideband radio based individual navigation. | Xiaoxue Feng, Hichem Snoussi, Yan Liang |
| 2014 | FUSION | A distributed expectation-maximization algorithm for OTHR multipath target tracking. | Hua Lan, Yan Liang, Zengfu Wang, Feng Yang, Quan Pan |
| 2014 | FUSION | Gaussian sum filter for state estimation of Markov jump nonlinear system. | Li Wang, Yan Liang, Xiaoxu Wang, Linfeng Xu |
| 2014 | FUSION | Linearly constrained estimation via state space decomposition. | Linfeng Xu, Yan Liang, Feng Yang, Quan Pan |
| 2014 | GLOBECOM | Reliable resource allocation with weighted SRGs for optically interconnected clouds. | Yi Zhu, Yan Liang, Qiong Zhang, Xi Wang, Paparao Palacharla, Motoyoshi Sekiya |
| 2013 | FUSION | Iterated minimum upper bound filter for tracking orbit maneuvering targets. | Hua Lan, Yan Liang, Wei Zhang, Feng Yang, Quan Pan |
| 2013 | FUSION | Joint multipath data association and fusion for OTHR. | Hua Lan, Quan Pan, Feng Yang, Yan Liang |
| 2013 | FUSION | Global space-time association for Probability Hypothesis Density filter. | Xi Shi, Feng Yang, Yan Liang, Quan Pan, Yongqi Wang |
| 2013 | FUSION | Adaptive filter for linear systems with generalized unknown disturbance in measurements. | Yanbo Yang, Yuemei Qin, Yan Liang, Quan Pan, Feng Yang |
| 2013 | FUSION | Joint estimation of target state and ionosphere state of over-the-horizon radar. | Xiaojing Zhang, Yan Liang, Zengfu Wang, Feng Yang |
| 2013 | ICIG | Head Pose Estimation with Combined 2D SIFT and 3D HOG Features. | Bingjie Wang, Wei Liang, Yucheng Wang, Yan Liang |
| 2012 | ACCV | Nonlocal Spectral Prior Model for Low-Level Vision. | Shenlong Wang, Lei Zhang, Yan Liang |
| 2012 | CVPR | Semi-coupled dictionary learning with applications to image super-resolution and photo-sketch synthesis. | Shenlong Wang, Lei Zhang, Yan Liang, Quan Pan |
| 2012 | FUSION | Converted Measurement Kalman filter with nonlinear equality constrains. | Xiaoxue Feng, Yan Liang, Lianmeng Jiao |
| 2012 | FUSION | A nonlinear tracking algorithm with range-rate measurements based on unbiased measurement conversion. | Lianmeng Jiao, Quan Pan, Yan Liang, Feng Yang |
| 2012 | FUSION | Enhanced OTHR detection using Bayesian fusion of multipath target returns. | Zengfu Wang, Xuezhi Wang, Yan Liang, Quan Pan |
| 2012 | FUSION | Joint estimation of state and sensor systematic error in hybrid system. | Lin Zhou, Quan Pan, Yan Liang, Zhenlu Jin |
| 2010 | CHI | Designing graphical interfaces for design rationale search & retrieval. | Ying Liu, Yan Liang, Soon Chong Johnson Lim |
| 2010 | ICPR | Face Hallucination under an Image Decomposition Perspective. | Yan Liang, Jian-Huang Lai, Xiaohua Xie, Wanquan Liu |
| 2009 | CIKM | A design rationale representation model using patent documents. | Yan Liang, Ying Liu, Chun-Kit Kwong, Wing Bun Lee |
| 2009 | GRC | A conditional random fields model for overlapping ambiguity resolution in Chinese word segmentation. | Yan Liang, Yaoting Zhu |
| 2009 | SIGIR | Efficient query expansion for advertisement search. | Haofen Wang, Yan Liang, Linyun Fu, Gui-Rong Xue, Yong Yu |
| 2009 | SEKE | Automatic Class Matching to Compare Extracted Class Diagrams: Approach and Case Study. | Yan Liang, Nicholas A. Kraft, Randy K. Smith |
| 2008 | ICNC | Research of Multi-modal Immune Algorithm. | Kongyu Yang, Binbin Gao, Yan Liang |
| 2008 | ICNC | Theoretic Analysis of Multi-modal Immune Algorithm. | Kongyu Yang, Binbin Gao, Yan Liang |
| 2007 | FUSION | Estimation of Markov Jump systems with mode observation one-step lagged to state measurement. | Yan Liang, Zengfu Wang, Yongmei Cheng, Quan Pan |
| 2007 | ICNC | A New Multi-modal Immune Algorithm and its Complete Convergence Analysis. | Kongyu Yang, Zhiheng Sun, Yan Liang |
| 2006 | CEC | Swarm Intelligence for the Self-Organization of Wireless Sensor Network. | Rui Wang, Yan Liang, GangQiang Ye, Chaoxia Lu, Quan Pan |
| 2005 | IKE | Combined Interacting Multiple Model Map-Tuned Variance Method for Ground Target Tracking. | Feng Yang, Quan Pan, Yan Liang, Liang Ye, Yongmei Cheng |