| 2026 | AAAI | MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender. | Jialin Liu, Zhaorui Zhang, Ray C. C. Cheung |
| 2026 | ACL | EvolvR: Self-Evolving Pairwise Reasoning for Story Evaluation to Enhance Generation. | Xinda Wang, Zhengxu Hou, Yangshijie Zhang, Bingren Yan, Jialin Liu, Chenzhuo Zhao, Zhibo Yang, Bin-Bin Yang, Feng Xiao |
| 2026 | ACL | Triviality Corrected Endogenous Reward. | Xinda Wang, Zhengxu Hou, Yangshijie Zhang, Bingren Yan, Jialin Liu, Chenzhuo Zhao, Zhibo Yang, Bin-Bin Yang, Feng Xiao |
| 2026 | SIGIR | Uniboost: Global Coordination with Value Alignment for Fair and Efficient Traffic Allocation. | Ge Fan, Nan Zhao, Kai Meng, Cong Luo, Yang Fu, Huiping Chu, Jialin Liu, Yuning Jiang, Bo Zheng |
| 2025 | CVPR | StarGen: A Spatiotemporal Autoregression Framework with Video Diffusion Model for Scalable and Controllable Scene Generation. | Shangjin Zhai, Zhichao Ye, Jialin Liu, Weijian Xie, Jiaqi Hu, Zhen Peng, Hua Xue, Danpeng Chen, Xiaomeng Wang, Lei Yang, Nan Wang, Haomin Liu, Guofeng Zhang |
| 2025 | DATE | ConZone: A Zoned Flash Storage Emulator for Consumer Devices. | Dingcui Yu, Jialin Liu, Yumiao Zhao, Wentong Li, Ziang Huang, Zonghuan Yan, Mengyang Ma, Liang Shi |
| 2025 | EMNLP | Convolutional LoRA Aggregation for Unseen Tasks Adaptation. | Xinhao Wu, Jialin Liu, Yutai Duan, Jie Liu |
| 2025 | ICML | Expressive Power of Graph Neural Networks for (Mixed-Integer) Quadratic Programs. | Ziang Chen, Xiaohan Chen, Jialin Liu, Xinshang Wang, Wotao Yin |
| 2025 | IJCAI | LiBOG: Lifelong Learning for Black-Box Optimizer Generation. | Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang |
| 2024 | CSCWD | A Counterfactual Neural Causal Model for Interactive Recommendation. | Jialin Liu, Zeyu He, Peng Zhou, Xinyan Su, Jun Li |
| 2024 | CSCWD | Adversarial Batch Inverse Reinforcement Learning: Learn to Reward from Imperfect Demonstration for Interactive Recommendation. | Jialin Liu, Xinyan Su, Zeyu He, Jun Li |
| 2024 | ECAI | Evolutionary Reinforcement Learning via Cooperative Coevolution. | Chengpeng Hu, Jialin Liu, Xin Yao |
| 2024 | GECCO | Learning from Offline and Online Experiences: A Hybrid Adaptive Operator Selection Framework. | Jiyuan Pei, Jialin Liu, Yi Mei |
| 2024 | HCI | Advancing Adaptive Decision-Making for Intelligent Cockpit Layouts: Exploring Preferred and Sensitive Joint Angles Across Multi-Type Vehicles. | Chengmou Li, Yang Yu, Baiyu Chen, Jiarui Chen, Yingzhang Wu, Jialin Liu, Wenbo Li, Gang Guo |
| 2024 | ICCD | RAID45: Hybrid Parity-Based RAID for Reducing Parity Write Wear on High-Density SSDs. | Jialin Liu, Yujiong Liang, Yunpeng Song, Liang Shi |
| 2024 | ICLR | Negatively Correlated Ensemble Reinforcement Learning for Online Diverse Game Level Generation. | Ziqi Wang, Chengpeng Hu, Jialin Liu, Xin Yao |
| 2024 | RECOMB | Mapping Cell Fate Transition in Space and Time. | Yichen Gu, Jialin Liu, Chen Li, Joshua D. Welch |
| 2024 | RecSys | Analyzing User Preferences and Quality Improvement on Bing's WebPage Recommendation Experience with Large Language Models. | Jaidev Shah, Gang Luo, Jialin Liu, Amey Barapatre, Fan Wu, Chuck Wang, Hongzhi Li |
| 2023 | CIKM | Counterfactual Adversarial Learning for Recommendation. | Jialin Liu, Zijian Zhang, Xiangyu Zhao, Jun Li |
| 2023 | GECCO | Local Optima Correlation Assisted Adaptive Operator Selection. | Jiyuan Pei, Hao Tong, Jialin Liu, Yi Mei, Xin Yao |
| 2023 | GECCO | Generate Competitive Solutions for Uncapacitated Facility Location Problem by Learning from Small Instances. | Shuaixiang Zhang, Hao Tong, Jialin Liu, Xin Yao |
| 2023 | ICCAD | Side Channel-Assisted Inference Attacks on Machine Learning-Based ECG Classification. | Jialin Liu, Houman Homayoun, Chongzhou Fang, Ning Miao, Han Wang |
| 2023 | ICLR | On Representing Linear Programs by Graph Neural Networks. | Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin |
| 2023 | ICLR | On Representing Mixed-Integer Linear Programs by Graph Neural Networks. | Ziang Chen, Jialin Liu, Xinshang Wang, Wotao Yin |
| 2023 | ICML | Towards Constituting Mathematical Structures for Learning to Optimize. | Jialin Liu, Xiaohan Chen, Zhangyang Wang, Wotao Yin, HanQin Cai |
| 2023 | IJCNN | Evolving Constrained Reinforcement Learning Policy. | Chengpeng Hu, Jiyuan Pei, Jialin Liu, Xin Yao |
| 2023 | IJCNN | Constrained Reinforcement Learning for Dynamic Material Handling. | Chengpeng Hu, Ziming Wang, Jialin Liu, Junyi Wen, Bifei Mao, Xin Yao |
| 2022 | AMIA | Part Time MD Program Students' Perception Towards Clinical Informatics. | Jialin Liu, Siru Liu |
| 2022 | FDG | The Fun Facets of Mario: Multifaceted Experience-Driven PCG via Reinforcement Learning. | Ziqi Wang, Jialin Liu, Georgios N. Yannakakis |
| 2022 | HPCC | Efficient Checkpoint under Unstable Power Supplies on NVM based Devices. | Jialin Liu, Edwin H.-M. Sha, Qingfeng Zhuge, Rui Xu, Yuhong Song |
| 2022 | HPCC | Pseudo-Log: Restore Global Data Facing Power Failures with Minimum NVM Write. | Edwin H.-M. Sha, Yeteng Liao, Qingfeng Zhuge, Rui Xu, Yuhong Song, Jialin Liu |
| 2022 | PRICAI | An Investigation of Adaptive Operator Selection in Solving Complex Vehicle Routing Problem. | Jiyuan Pei, Yi Mei, Jialin Liu, Xin Yao |
| 2022 | SENSYS | Room-Scale Hand Gesture Recognition Using Smart Speakers. | Dong Li, Jialin Liu, Sunghoon Ivan Lee, Jie Xiong |
| 2021 | AMIA | Leveraging Transfer Learning to Analyze Opinions, Attitudes, and Behavioral Intentions Toward COVID-19 Vaccines. | Siru Liu, Jialin Liu |
| 2021 | HPCC | DMF-MPC: A Dual-Stage and Multi-Step Forecasting Model Based Cooling System Control Method for Data Center Energy Cost Minimization. | Xinrui He, Weiduo Chen, Xiaoshe Dong, Qiang Wang, Jialin Liu, Fan Dong, Yuanqi Su |
| 2021 | ICANN | Fairer Machine Learning Through Multi-objective Evolutionary Learning. | Qingquan Zhang, Jialin Liu, Zeqi Zhang, Junyi Wen, Bifei Mao, Xin Yao |
| 2021 | ICLR | Learning A Minimax Optimizer: A Pilot Study. | Jiayi Shen, Xiaohan Chen, Howard Heaton, Tianlong Chen, Jialin Liu, Wotao Yin, Zhangyang Wang |
| 2021 | ICLR | Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval. | Lee Xiong, Chenyan Xiong, Ye Li, Kwok-Fung Tang, Jialin Liu, Paul N. Bennett, Junaid Ahmed, Arnold Overwijk |
| 2021 | ISCAS | Compressed Sensing Σ-Δ Modulators and Recovery Algorithm for Multi-Channel Bio-Signal Acquisition. | Jialin Liu, David J. Allstot |
| 2020 | CEC | A Novel CNet-assisted Evolutionary Level Repairer and Its Applications to Super Mario Bros. | Tianye Shu, Ziqi Wang, Jialin Liu, Xin Yao |
| 2020 | GECCO | Versatile black-box optimization. | Jialin Liu, Antoine Moreau, Mike Preuss, Jrmy Rapin, Baptiste Rozire, Fabien Teytaud, Olivier Teytaud |
| 2020 | GECCO | Interactive evolution and exploration within latent level-design space of generative adversarial networks. | Jacob Schrum, Jake Gutierrez, Vanessa Volz, Jialin Liu, Simon M. Lucas, Sebastian Risi |
| 2020 | ISCAS | gm/ID Design Considerations for Subthreshold-Based CMOS Two-Stage Operational Amplifiers. | Chaiyanut Aueamnuay, Ajmal Vadakkan Kayyil, Jialin Liu, Narayana Bhagirath Thota, David J. Allstot |
| 2020 | PPoPP | Reflector: a fine-grained I/O tracker for HPC systems. | Abdullah Al-Mamun, Jialin Liu, Tonglin Li, Quincey Koziol, Zhongyi Zhai, Junyan Qian, Haoting Shen, Dongfang Zhao |
| 2020 | PPSN | A Hybrid Evolutionary Algorithm for Reliable Facility Location Problem. | Han Zhang, Jialin Liu, Xin Yao |
| 2020 | SENSYS | FM-track: pushing the limits of contactless multi-target tracking using acoustic signals. | Dong Li, Jialin Liu, Sunghoon Ivan Lee, Jie Xiong |
| 2019 | AMIA | Clinical Informatics Course: Doctor of Medicine Student Perceptions. | Jialin Liu, Siru Liu, Wenyao Annie Wu, Tao Zheng |
| 2019 | CEC | Voronoi-based Efficient Surrogate-assisted Evolutionary Algorithm for Very Expensive Problems. | Hao Tong, Changwu Huang, Jialin Liu, Xin Yao |
| 2019 | GECCO | Algorithm portfolio for individual-based surrogate-assisted evolutionary algorithms. | Hao Tong, Jialin Liu, Xin Yao |
| 2019 | HiPC | Tuning Object-Centric Data Management Systems for Large Scale Scientific Applications. | Houjun Tang, Suren Byna, Stephen Bailey, Zarija Lukic, Jialin Liu, Quincey Koziol, Bin Dong |
| 2019 | ICLR | ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA. | Jialin Liu, Xiaohan Chen, Zhangyang Wang, Wotao Yin |
| 2019 | ICML | Plug-and-Play Methods Provably Converge with Properly Trained Denoisers. | Ernest K. Ryu, Jialin Liu, Sicheng Wang, Xiaohan Chen, Zhangyang Wang, Wotao Yin |
| 2019 | SC | Etalumis: bringing probabilistic programming to scientific simulators at scale. | Atilim Gnes Baydin, Lei Shao, Wahid Bhimji, Lukas Heinrich, Lawrence Meadows, Jialin Liu, Andreas Munk, Saeid Naderiparizi, Bradley Gram-Hansen, Gilles Louppe, Mingfei Ma, Xiaohui Zhao, Philip H. S. Torr, Victor W. Lee, Kyle Cranmer, Prabhat, Frank Wood |
| 2018 | AMIA | Factors Affecting the Use of Electronic Health Records by Physician: A Pilot Study. | Siru Liu, Jialin Liu, Yong Li |
| 2018 | CCGRID | Toward Scalable and Asynchronous Object-Centric Data Management for HPC. | Houjun Tang, Suren Byna, Francois Tessier, Teng Wang, Bin Dong, Jingqing Mu, Quincey Koziol, Jrome Soumagne, Venkatram Vishwanath, Jialin Liu, Richard Warren |
| 2018 | CEC | The N-Tuple Bandit Evolutionary Algorithm for Game Agent Optimisation. | Simon M. Lucas, Jialin Liu, Diego Prez-Libana |
| 2018 | GECCO | Evolving mario levels in the latent space of a deep convolutional generative adversarial network. | Vanessa Volz, Jacob Schrum, Jialin Liu, Simon M. Lucas, Adam M. Smith, Sebastian Risi |
| 2018 | SC | Evaluation of HPC Application I/O on Object Storage Systems. | Jialin Liu, Quincey Koziol, Gregory F. Butler, Neil Fortner, Mohamad Chaarawi, Houjun Tang, Suren Byna, Glenn K. Lockwood, Ravi Cheema, Kristy A. Kallback-Rose, Damian Hazen, Prabhat |
| 2018 | SIGMOD | Accelerating Human-in-the-loop Machine Learning: Challenges and Opportunities. | Doris Xin, Litian Ma, Jialin Liu, Stephen Macke, Shuchen Song, Aditya G. Parameswaran |
| 2018 | SECON | Unmanned Aerial Vehicle Detection Based on Channel State Information. | Wei Zhou, Lei Wang, Bingxian Lu, Naigao Jin, Linlin Guo, Jialin Liu, Honglei Sun, Hui Liu |
| 2017 | CEC | The N-Tuple bandit evolutionary algorithm for automatic game improvement. | Kamolwan Kunanusont, Raluca D. Gaina, Jialin Liu, Diego Perez Liebana, Simon M. Lucas |
| 2017 | CEC | Bandit-based Random Mutation Hill-Climbing. | Jialin Liu, Diego Perez Liebana, Simon M. Lucas |
| 2017 | CEC | Evolving Game Skill-Depth using General Video Game AI agents. | Jialin Liu, Julian Togelius, Diego Perez Liebana, Simon M. Lucas |
| 2017 | CLUSTER | SoMeta: Scalable Object-Centric Metadata Management for High Performance Computing. | Houjun Tang, Suren Byna, Bin Dong, Jialin Liu, Quincey Koziol |
| 2017 | HealthCom | A novel benchmark on human activity recognition using WiFi signals. | Linlin Guo, Lei Wang, Jialin Liu, Wei Zhou, Bingxian Lu, Tao Liu, Guangxu Li, Chen Li |
| 2017 | HealthCom | A research on CSI-based human motion detection in complex scenarios. | Jialin Liu, Lei Wang, Linlin Guo, Jian Fang, Bingxian Lu, Wei Zhou |
| 2017 | HPDC | ArrayUDF: User-Defined Scientific Data Analysis on Arrays. | Bin Dong, Kesheng Wu, Surendra Byna, Jialin Liu, Weijie Zhao, Florin Rusu |
| 2017 | ICIP | Online convolutional dictionary learning. | Jialin Liu, Cristina Garcia-Cardona, Brendt Wohlberg, Wotao Yin |
| 2017 | IECON | A clustering-based algorithm for automatic detection of automobile dashboard. | Ming Yi, Zhenhua Yang, Fengyu Guo, Jialin Liu |
| 2016 | WSC | Quantifying the impact of microgrid location and behavior on transmission network congestion. | Jialin Liu, Gabriela Martinez, C. Lindsay Anderson |
| 2015 | CEC | Differential evolution for strongly noisy optimization: Use 1: 01 | Shih-Yuan Chiu, Ching-Nung Lin, Jialin Liu, Tsan-Cheng Su, Fabien Teytaud, Olivier Teytaud, Shi-Jim Yen |
| 2015 | CEC | Nash reweighting of Monte Carlo simulations: Tsumego. | David Lupien St-Pierre, Jialin Liu, Olivier Teytaud |
| 2015 | GECCO | Variance Reduction in Population-Based Optimization: Application to Unit Commitment. | Jrmie Decock, Jialin Liu, Olivier Teytaud |
| 2015 | ICASSP | Averaging random projection: A fast online solution for large-scale constrained stochastic optimization. | Jialin Liu, Yuantao Gu, Mengdi Wang |
| 2014 | ACML | Sparse binary zero-sum games. | David Auger, Jialin Liu, Sylvie Ruette, David Lupien St-Pierre, Olivier Teytaud |
| 2014 | CEC | Differential Evolution algorithm applied to non-stationary bandit problem. | David Lupien St-Pierre, Jialin Liu |
| 2014 | ESANN | Meta Online Learning: Experiments on a Unit Commitment Problem. | Jialin Liu, Olivier Teytaud |
| 2014 | GECCO | A mathematically derived number of resamplings for noisy optimization. | Jialin Liu, David Lupien St-Pierre, Olivier Teytaud |
| 2013 | CCGRID | Hierarchical I/O Scheduling for Collective I/O. | Jialin Liu, Yong Chen, Yi Zhuang |
| 2013 | CLUSTER | Fast data analysis with integrated statistical metadata in scientific datasets. | Jialin Liu, Yong Chen |
| 2013 | GECCO | Noisy optimization convergence rates. | Sandra Astete Morales, Jialin Liu, Olivier Teytaud |
| 2012 | ACIIDS | Chemical Process Fault Diagnosis Based on Sensor Validation Approach. | Jialin Liu |
| 2012 | AMIA | One-year Outcome of An EHR-based Case Learning System for Medical Students, Residents and Doctors. | Xun Yao, Xiaoyan Lv, Jialin Liu |
| 2012 | SC | Improving Data Analysis Performance for High-Performance Computing with Integrating Statistical Metadata in Scientific Datasets. | Jialin Liu, Yong Chen |
| 2006 | MMM | Sensitivity evaluation of SNoW and SVM based face detection methods. | Jialin Liu, Mika Rautiainen, Timo Ojala |