Sijia Liu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 72

Top Topics

Reliability Analysis

Augmented Lagrangian Method

Imaging Technology

Top Venues

Comput. Electron. Agric.

IEEE Trans. Instrum. Meas.

Publications

Jiarui Cui, Kenken Li, Yu Lv, Sijia Liu, Zhengyun Cai, Ruiming Luo, Zhongxiong Zhang, Songlei Wang
Development of a new hyperspectral imaging technology with autoencoder-assisted generative adversarial network for predicting the content of polyunsaturated fatty acids in red meat. Comput. Electron. Agric. 220 (2024)
Yihua Zhang, Pingzhi Li, Junyuan Hong, Jiaxiang Li, Yimeng Zhang, Wenqing Zheng, Pin-Yu Chen, Jason D. Lee, Wotao Yin, Mingyi Hong, Zhangyang Wang, Sijia Liu, Tianlong Chen
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark. CoRR (2024)
Zechen Wei, Yanjun Liu, Sijia Liu, Xiaomei Yu, Haoran Zhang, Tao Zhu, Bo Zhang, Yali Zhang, Hongdi Huang, Yang Fan, Hongli Li, Jianhong Wang, Jie Tian, Hui Hui
First Nonhuman Primate-Sized Magnetic Particle Imaging System Based on Digital-Scanned Focus Field. IEEE Trans. Instrum. Meas. 73 (2024)
Yuyan Chen, Songzhou Yan, Sijia Liu, Yueze Li, Yanghua Xiao
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models. ACL (Findings) (2024)
Yuguang Yao, Steven A. Grosz, Sijia Liu, Anil K. Jain
Hide and Seek: How Does Watermarking Impact Face Recognition? CoRR (2024)
Yihua Zhang, Yimeng Zhang, Yuguang Yao, Jinghan Jia, Jiancheng Liu, Xiaoming Liu, Sijia Liu
UnlearnCanvas: A Stylized Image Dataset to Benchmark Machine Unlearning for Diffusion Models. CoRR (2024)
Yanjun Liu, Xin Feng, Sijia Liu, Lei Li, Xing-Yao Huang, Mengjiao He, Cheng-Feng Qin, Hui Hui, Jie Tian
Peak Shift in Field-Swept Magnetic Particle Spectroscopy: A Novel Sensing Metric for Magnetic Nanoparticle Bioassays. IEEE Trans. Instrum. Meas. 73 (2024)
Hongkang Li, Meng Wang, Tengfei Ma, Sijia Liu, Zaixi Zhang, Pin-Yu Chen
What Improves the Generalization of Graph Transformers? A Theoretical Dive into the Self-attention and Positional Encoding. CoRR (2024)
Mohammad Jafari, Yimeng Zhang, Yihua Zhang, Sijia Liu
The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection. CoRR (2024)
Zonglin Di, Zhaowei Zhu, Jinghan Jia, Jiancheng Liu, Zafar Takhirov, Bo Jiang, Yuanshun Yao, Sijia Liu, Yang Liu
Label Smoothing Improves Machine Unlearning. CoRR (2024)
Yuyan Chen, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao
Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios? ACL (Findings) (2024)
Wei Li, Pin-Yu Chen, Sijia Liu, Ren Wang
PSBD: Prediction Shift Uncertainty Unlocks Backdoor Detection. CoRR (2024)
Jiarui Cui, Yu Lv, Sijia Liu, Shibo Pan, Kenken Li, Shuang Gao, Ruiming Luo, Hao Wu, Zhongxiong Zhang, Songlei Wang
Synergizing meat Science and AI: Enhancing long-chain saturated fatty acids prediction. Comput. Electron. Agric. 221 (2024)
Wenhao Zhang, Sijia Liu, Xiaoyang Chen, Xiaofei Mi, Xingfa Gu, Tao Yu
Estimation of All-Day Aerosol Optical Depth in the Beijing-Tianjin-Hebei Region Using Ground Air Quality Data. Remote. Sens. 16 (8) (2024)
Mohammad Jafari, Yimeng Zhang, Yihua Zhang, Sijia Liu
The Power of Few: Accelerating and Enhancing Data Reweighting with Coreset Selection. ICASSP (2024)
Sijia Liu, Yuanshun Yao, Jinghan Jia, Stephen Casper, Nathalie Baracaldo, Peter Hase, Xiaojun Xu, Yuguang Yao, Hang Li, Kush R. Varshney, Mohit Bansal, Sanmi Koyejo, Yang Liu
Rethinking Machine Unlearning for Large Language Models. CoRR (2024)
Sirui An, Minhan Mi, Pengfei Wang, Sijia Liu, Qing Zhu, Meng Zhang, Zhihong Chen, Jielong Liu, Siyin Guo, Can Gong, Xiaohua Ma, Yue Hao
A novel multi-threshold coupling InAlN/GaN double-channel HEMT for improving transconductance flatness. Sci. China Inf. Sci. 67 (1) (2024)
Jiaheng Wei, Zhaowei Zhu, Gang Niu, Tongliang Liu, Sijia Liu, Masashi Sugiyama, Yang Liu
Fairness Improves Learning from Noisily Labeled Long-Tailed Data. CoRR (2023)
Sijia Liu, Min Luo, Cong Peng, Debiao He
Block Ciphers Classification Based on Randomness Test Statistic Value via LightGBM. ICICS (2023)
Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang
Certified Robustness for Large Language Models with Self-Denoising. CoRR (2023)
Alex Gu, Tsui-Wei Weng, Pin-Yu Chen, Sijia Liu, Luca Daniel
Certified Interpretability Robustness for Class Activation Mapping. CoRR (2023)
Yongjun Zhang, Sijia Liu, Yi Wang, Xinguang Fan
Detecting Chinese Fake News on Twitter during the COVID-19 Pandemic. CoRR (2023)
Ray LC, Sijia Liu, Qiaosheng Lyu
IN/ACTive: A Distance-Technology-Mediated Stage for Performer-Audience Telepresence and Environmental Control. ACM Multimedia (2023)
Ren Wang, Yuxuan Li, Sijia Liu
Attacks. CoRR (2023)
Lei Zhao, Miaomiao Zhang, Guangyu Li, Zhuowen Guan, Sijia Liu, Zhaobin Xiao, Yuting Cao, Zhe Lv, Yanping Liang
Design of JiuTian Intelligent Network Simulation Platform. CoRR (2023)
Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
Model Sparsification Can Simplify Machine Unlearning. CoRR (2023)
Sarik Ghazarian, Behnam Hedayatnia, Di Jin, Sijia Liu, Nanyun Peng, Yang Liu, Dilek Hakkani-Tur
MERCY: Multiple Response Ranking Concurrently in Realistic Open-Domain Conversational Systems. SIGDIAL (2023)
Sijia Liu, Patrick Lange, Behnam Hedayatnia, Alexandros Papangelis, Di Jin, Andrew Wirth, Yang Liu, Dilek Hakkani-Tur
Towards Credible Human Evaluation of Open-Domain Dialog Systems Using Interactive Setup. AAAI (2023)
Yihua Zhang, Ruisi Cai, Tianlong Chen, Guanhua Zhang, Huan Zhang, Pin-Yu Chen, Shiyu Chang, Zhangyang Wang, Sijia Liu
Robust Mixture-of-Expert Training for Convolutional Neural Networks. CoRR (2023)
Sijia Liu, Zixue Guo
Research on evaluation of development level of digital economy based on combination weighting method and improved VIKOR method. J. Intell. Fuzzy Syst. 44 (5) (2023)
Yu-Zhe Shi, Shiqian Li, Xinyi Niu, Qiao Xu, Jiawen Liu, Yifan Xu, Shiyu Gu, Bingru He, Xinyang Li, Xinyu Zhao, Zijian Zhao, Yidong Lyu, Zhen Li, Sijia Liu, Lin Qiu, Jinhao Ji, Lecheng Ruan, Yuxi Ma, Wenjuan Han, Yixin Zhu
PersLEARN: Research Training through the Lens of Perspective Cultivation. ACL (demo) (2023)
Prakhar Gupta, Yang Liu, Di Jin, Behnam Hedayatnia, Spandana Gella, Sijia Liu, Patrick Lange, Julia Hirschberg, Dilek Hakkani-Tur
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines. EMNLP (Findings) (2023)
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho
AutoVP: An Automated Visual Prompting Framework and Benchmark. CoRR (2023)
Hui Li, Jinghan Jia, Shijun Liang, Yuguang Yao, Saiprasad Ravishankar, Sijia Liu
SMUG: Towards robust MRI reconstruction by smoothed unrolling. CoRR (2023)
Sijia Liu, Minghai Pan
Research on a forward-looking scanning imaging algorithm for a high-speed radar platform. IET Signal Process. 17 (6) (2023)
Yanting Huang, Sijia Liu, Yuqing Liang
Government policies for e-commerce supply chain with fairness concerns towards sustainable remanufacturing. Kybernetes 52 (9) (2023)
Kanghao Chen, Sijia Liu, Ruixuan Wang, Weishi Zheng
Adaptively Integrated Knowledge Distillation and Prediction Uncertainty for Continual Learning. CoRR (2023)
Sijia Liu, Chunbao Liu, Yunhong Liang, Luquan Ren, Lei Ren
Tunable Stiffness Caudal Peduncle Leads to Higher Swimming Speed Without Extra Energy. IEEE Robotics Autom. Lett. 8 (9) (2023)
Jinghan Jia, Jiancheng Liu, Parikshit Ram, Yuguang Yao, Gaowen Liu, Yang Liu, Pranay Sharma, Sijia Liu
Model Sparsity Can Simplify Machine Unlearning. NeurIPS (2023)
Aochuan Chen, Yuguang Yao, Pin-Yu Chen, Yihua Zhang, Sijia Liu
Understanding and Improving Visual Prompting: A Label-Mapping Perspective. CVPR (2023)
Shuai Zhang, Hongkang Li, Meng Wang, Miao Liu, Pin-Yu Chen, Songtao Lu, Sijia Liu, Keerthiram Murugesan, Subhajit Chaudhury
On the Convergence and Sample Complexity Analysis of Deep Q-Networks with ε-Greedy Exploration. NeurIPS (2023)
Vishal Asnani, Xi Yin, Tal Hassner, Sijia Liu, Xiaoming Liu
Proactive Image Manipulation Detection. CVPR (2022)
Hui Li, Xinqiao Fan, Sijia Liu
Small-Signal Stability Modeling for MMC-Based DC Grids With Voltage Slope Control and Influence Analysis of Parameters. IEEE Access 10 (2022)
Liwei Wang, Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz Bin Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L. Warner, Hongfang Liu
Evaluation of mCODE Coverage in EHR: a Scoping Review of Cancer Natural Language Processing. ICHI (2022)
Zhendong Yu, Jiayi Liu, Sijia Liu, Qinghai Yang
Co-Optimizing Latency and Energy with Learning Based 360° Video Edge Caching Policy. WCNC (2022)
Shuai Zhang, Meng Wang, Sijia Liu, Pin-Yu Chen, Jinjun Xiong
How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis. CoRR (2022)
Vishal Asnani, Xi Yin, Tal Hassner, Sijia Liu, Xiaoming Liu
Proactive Image Manipulation Detection. CoRR (2022)
Sijia Liu, Zixue Guo
Probabilistic hesitant fuzzy multi-attribute decision-making method based on improved distance measurement. J. Intell. Fuzzy Syst. 43 (5) (2022)
Prakhar Gupta, Yang Liu, Di Jin, Behnam Hedayatnia, Spandana Gella, Sijia Liu, Patrick Lange, Julia Hirschberg, Dilek Hakkani-Tur
DialGuide: Aligning Dialogue Model Behavior with Developer Guidelines. CoRR (2022)
Huan He, Sunyang Fu, Liwei Wang, Andrew Wen, Sijia Liu, Sungrim Moon, Kurt Miller, Hongfang Liu
Towards User-centered Corpus Development: Lessons Learnt from Designing and Developing MedTator. AMIA (2022)
Rongrong Yin, Xiaohan Cui, Sijia Liu, Xudan Song, Huahua Zhu, Xuyao Ma
An intelligent clustering algorithm based on hybrid RF/VLC communication model for VANET. CSNDSP (2022)
Pin-Yu Chen, Sijia Liu
Holistic Adversarial Robustness of Deep Learning Models. CoRR (2022)
Xin Li, Yao Qiang, Chengyin Li, Sijia Liu, Dongxiao Zhu
Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System. CoRR (2022)
Di Jin, Sijia Liu, Yang Liu, Dilek Hakkani-Tur
Improving Bot Response Contradiction Detection via Utterance Rewriting. SIGDIAL (2022)
Zichong Li, Pin-Yu Chen, Sijia Liu, Songtao Lu, Yangyang Xu
Stochastic Inexact Augmented Lagrangian Method for Nonconvex Expectation Constrained Optimization. CoRR (2022)
Di Jin, Sijia Liu, Yang Liu, Dilek Hakkani-Tur
Improving Bot Response Contradiction Detection via Utterance Rewriting. CoRR (2022)
Andrew Wen, Luke V. Rasmussen, Daniel J. Stone, Sijia Liu, Prakash Adekkanattu, Pascal S. Brandt, Jennifer A. Pacheco, Yuan Luo, Fei Wang, Jyotishman Pathak, Hongfang Liu, Guoqian Jiang
On Constraints and Considerations for Extending Support for Natural Language Processing-Based FHIR Resource Generation. AMIA (2021)
Ao Liu, Xiaoyu Chen, Sijia Liu, Lirong Xia, Chuang Gan
Certifiably Robust Interpretation via Renyi Differential Privacy. CoRR (2021)
Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong
To Supervise or Not to Supervise: How to Effectively Learn Wireless Interference Management Models? SPAWC (2021)
Lijie Fan, Sijia Liu, Pin-Yu Chen, Gaoyuan Zhang, Chuang Gan
When Does Contrastive Learning Preserve Adversarial Robustness from Pretraining to Finetuning? CoRR (2021)
Ching-Yun Ko, Jeet Mohapatra, Sijia Liu, Pin-Yu Chen, Luca Daniel, Lily Weng
Revisiting Contrastive Learning through the Lens of Neighborhood Component Analysis: an Integrated Framework. CoRR (2021)
Daniel J. Stone, Sijia Liu, Yuan Luo, Andrew Wen, Nansu Zong, Luke V. Rasmussen, Prakash Adekkanattu, Pascal S. Brandt, Jennifer A. Pacheco, Fei Wang, Cui Tao, Jyotishman Pathak, Hongfang Liu, Guoqian Jiang
FHIRTime: Standardizing Temporal Patterns Identified from Clinical Narratives Using HL7 FHIR. AMIA (2021)
Xin Wang, Sijia Liu, Ximing Wang, Yingxi Miao, Caili Gong, Yongfeng Wei
Flat OFC Generation Based on DPMZM Cascaded Dual-Parallel PolM with Frequency Multiplication Circuit. CECNet (2021)
Xudan Song, Jing Wang, Sijia Liu, Xiaohan Cui, Rong-rong Yin
Cascading Failure Mitigation Strategy for Urban Road Traffic Networks. CWSN (2021)
Zhuoyun Li, Changhong Zhong, Sijia Liu, Ruixuan Wang, Wei-Shi Zheng
Preserving Earlier Knowledge in Continual Learning with the Help of All Previous Feature Extractors. CoRR (2021)
Bingqing Song, Haoran Sun, Wenqiang Pu, Sijia Liu, Mingyi Hong
To Supervise or Not: How to Effectively Learn Wireless Interference Management Models? CoRR (2021)
Zhaocai Liu, Linmin Hu, Sijia Liu, Yuyu Wang
Reliability analysis of general systems with bi-uncertain variables. Soft Comput. 24 (9) (2020)
Shuaiji Li, Yu Sun, Sijia Liu, Tianyu Wang, Todd M. Gureckis, Neil Bramley
Active physical inference via reinforcement learning. CogSci (2019)
Sijia Liu, Yanshan Wang, Hongfang Liu
Selected articles from the BioCreative/OHNLP challenge 2018. BMC Medical Informatics Decis. Mak. (10) (2019)
Xiaoge Huang, Ke Xu, Sijia Liu, Qianbin Chen
LAT-based Coexistence Scheme of LTE-U with WiFi in the Unlicensed Band. PIMRC (2018)
Quan Xu, Shengxian Zhuang, Sijia Liu, Jian Xiao
Decentralized adaptive coupling synchronization of fractional-order complex-variable dynamical networks. Neurocomputing 186 (2016)
Xiaoge Huang, Sijia Liu, Yangyang Li, Fan Zhu, Qianbin Chen
Dynamic cell selection and resource allocation in cognitive small cell networks. PIMRC (2016)
Songxin Liang, Sijia Liu
An open problem on the optimality of an asymptotic solution to Duffing's nonlinear oscillation problem. Commun. Nonlinear Sci. Numer. Simul. 19 (12) (2014)
Sijia Liu, Anastasios Matzavinos, Sunder Sethuraman
Random walk distances in data clustering and applications. Adv. Data Anal. Classif. 7 (1) (2013)
Hui Zhao, Yajun Ma, Sijia Liu, Dan Zhong
Stabilisation of chaotic power system based on LaSalle invariable principle. Int. J. Autom. Control. 5 (3) (2011)