Jiayi Shi

52 papers A* 7B 1Journal 33Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Capsule-Sized Multi-Wavelength Wireless Optical System for Edge-AI-Based Classification of Gastrointestinal Bleeding Flow Rate.
CoRR
Yunhao Bian, Dawei Wang, Mingyang Shen, Xinze Li, Jiayi Shi, Ziyao Zhou, Tiancheng Cao, Hen-Wei Huang
2026 J jnl
Do Not Waste Your Rollouts: Recycling Search Experience for Efficient Test-Time Scaling.
CoRR
Xinglin Wang, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Yiwei Li, Yueqi Zhang, Chuyi Tan, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
2026 J jnl
Explainable Prediction of ICU Transfer in Acute Pancreatitis: A Neural Network Model With SHAP Interpretability for Clinical Decision Support.
IEEE Trans. Biomed. Eng.
Mingchang Chen, Jiayi Shi
2026 J jnl
Learning More from Less: Unlocking Internal Representations for Benchmark Compression.
CoRR
Yueqi Zhang, Jin Hu, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yiwei Li, Jiayi Shi, Chuyi Tan, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
2025 A* conf
Are Large Language Models Ready for Multi-Turn Tabular Data Analysis?
ICML
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Bowen Qin, Yurong Wu, Xiaodong Li, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2025 — conf
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation.
ACL (1)
Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Beyond One-Size-Fits-All: Tailored Benchmarks for Efficient Evaluation.
CoRR
Peiwen Yuan, Yueqi Zhang, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 A* conf
C
INFOCOM
Mingyue Zhao, Jiayi Shi, Zhengyuan Zhang, Yue Ling, Guanzhou Zhu, Dong Zhao, Huadong Ma
2025 J jnl
Deformation and failure mechanism of the mudstone slope in Xianfeng open-pit coal mine under rainfall condition.
J. Comput. Methods Sci. Eng.
Zhenwei Wang, Kuo Ding, Shiya Chen, Jiayi Shi
2025 J jnl
Diagnosing and Mitigating System Bias in Self-Rewarding RL.
CoRR
Chuyi Tan, Peiwen Yuan, Xinglin Wang, Yiwei Li, Shaoxiong Feng, Yueqi Zhang, Jiayi Shi, Ji Zhang, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling.
CoRR
Xinglin Wang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MARKERGEN.
CoRR
Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li
2025 — conf
From Sub-Ability Diagnosis to Human-Aligned Generation: Bridging the Gap for Text Length Control via MarkerGen.
ACL (1)
Peiwen Yuan, Chuyi Tan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
GTCFN: A Graph-Based Transformer and Convolution Fusion Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xiaofeng Zhao, Junyi Ma, Lei Wang, Jiayi Shi, Yao Ding, Zhili Zhang, Jie Feng
2025 — conf
InsBank: Evolving Instruction Subset for Ongoing Alignment.
EMNLP (Findings)
Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li
2025 J jnl
InsBank: Evolving Instruction Subset for Ongoing Alignment.
CoRR
Jiayi Shi, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Huan Ren, Yao Hu, Kan Li
2025 J jnl
International tourism development in the digital economy era: the role of ICT services and digital finance.
Kybernetes
Chien-Chiang Lee, Jiayi Shi, Hui Zhang, Huwei Wen
2025 A* conf
LLGformer: Learnable Long-range Graph Transformer for Traffic Flow Prediction.
WWW
Di Jin, Cuiying Huo, Jiayi Shi, Dongxiao He, Jianguo Wei, Philip S. Yu
2025 J jnl
LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient.
CoRR
Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Mind the Quote: Enabling Quotation-Aware Dialogue in LLMs via Plug-and-Play Modules.
CoRR
Yueqi Zhang, Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
PatternKV: Flattening KV Representation Expands Quantization Headroom.
CoRR
Ji Zhang, Yiwei Li, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 — conf
Research on GNSS Multipath Error Detection and Mitigation Based on Receiver Clock Bias.
UPINLBS
Jiayi Shi, Cheng Yang, Ximeng Dai
2025 — conf
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation.
ACL (Findings)
Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Revisiting Self-Consistency from Dynamic Distributional Alignment Perspective on Answer Aggregation.
CoRR
Yiwei Li, Ji Zhang, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Jiayi Shi, Yueqi Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Silencer: From Discovery to Mitigation of Self-Bias in LLM-as-Benchmark-Generator.
CoRR
Peiwen Yuan, Yiwei Li, Shaoxiong Feng, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 — conf
Speculative Decoding for Multi-Sample Inference.
EMNLP (Findings)
Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Speculative Decoding for Multi-Sample Inference.
CoRR
Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Yueqi Zhang, Ji Zhang, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
Stitch and Tell: A Structured Multimodal Data Augmentation Method for Spatial Understanding.
CoRR
Hang Yin, Xiaomin He, Peiwen Yuan, Yiwei Li, Jiayi Shi, Wenxiao Fan, Shaoxiong Feng, Kan Li
2025 A* conf
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization.
ICLR
Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2025 J jnl
UniCBE: An Uniformity-driven Comparing Based Evaluation Framework with Unified Multi-Objective Optimization.
CoRR
Peiwen Yuan, Shaoxiong Feng, Yiwei Li, Xinglin Wang, Yueqi Zhang, Jiayi Shi, Chuyi Tan, Boyuan Pan, Yao Hu, Kan Li
2024 — conf
Active Control of Vehicle Interior Noise Based on Variable Step-size Delayed Adaptive Notch Algorithm.
WSSE
Zitong Chen, Xiuzhong Xu, Jiayi Shi, Wenjian Zhou, Guoping Feng
2024 — conf
DDEM: Deepfake Detection Enhanced Model for Image Forgery Detection Combat Academic Misconduct.
BESC
Junpeng Ding, Jianhua Liu, Jiayi Shi, Xinyang Hu, Xiaodong Qiao, Haihong E
2024 — conf
Enhancing Cybersecurity: A Proximal Policy Optimization Approach for Security Policy Optimization.
CSAI
Jiuling Yang, Jiayi Shi, Ping Kuang, Zhikun Feng, Kun Xiong, Yuan Shi
2024 — conf
Hybrid ARIMA and DQN Approaches for Stabilizing Network Traffic Flows.
CSAI
Jiuling Yang, Jiayi Shi, Ping Kuang, Zhikun Feng, Kun Xiong, Yuan Shi
2024 — conf
Hybrid Dual-Channel Input Image Tampering Detection for Scientific Papers.
BESC
Jiayi Shi, Haihong E, Jianhua Liu, Tianyi Hu, Xiaodong Qiao, Junpeng Ding, Jiayu Huang
2024 A* conf
Instruction Embedding: Latent Representations of Instructions Towards Task Identification.
NeurIPS
Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024 J jnl
Instruction Embedding: Latent Representations of Instructions Towards Task Identification.
CoRR
Yiwei Li, Jiayi Shi, Shaoxiong Feng, Peiwen Yuan, Xinglin Wang, Boyuan Pan, Heda Wang, Yao Hu, Kan Li
2024 J jnl
Tapilot-Crossing: Benchmarking and Evolving LLMs Towards Interactive Data Analysis Agents.
CoRR
Jinyang Li, Nan Huo, Yan Gao, Jiayi Shi, Yingxiu Zhao, Ge Qu, Yurong Wu, Chenhao Ma, Jian-Guang Lou, Reynold Cheng
2024 J jnl
The impact of poverty stigma on computer and information literacy among China's rural students.
Comput. Hum. Behav.
Jiayi Shi, Ling Li, Bu Zhong
2023 A* conf
Better Correlation and Robustness: A Distribution-Balanced Self-Supervised Learning Framework for Automatic Dialogue Evaluation.
NeurIPS
Peiwen Yuan, Xinglin Wang, Jiayi Shi, Bin Sun, Yiwei Li
2023 J jnl
Can Green Technology Innovation Reduce the Operational Risks of Energy-Intensive Enterprises?
Syst.
Huwei Wen, Jiayi Shi, Peng Lu
2023 J jnl
DMACN: A Dynamic Multi-Attribute Caching Mechanism for NDN-Based Remote Health Monitoring System.
IEEE Trans. Computers
Pushpendu Kar, Kewei Chen, Jiayi Shi
2023 J jnl
Good in arts, good at computer? Rural students' computer skills are bolstered by arts and science literacies.
Comput. Hum. Behav.
Ling Li, Jiayi Shi, Bu Zhong
2023 J jnl
Recursive lightweight convolutional neural networks that make noisy images purer and purer.
Vis. Comput.
Jiayi Shi, Taiyong Li, Jiaxuan Xu
2023 A* conf
Trafformer: Unify Time and Space in Traffic Prediction.
AAAI
Di Jin, Jiayi Shi, Rui Wang, Yawen Li, Yuxiao Huang, Yu-Bin Yang
2022 J jnl
Pyramid particle swarm optimization with novel strategies of competition and cooperation.
Appl. Soft Comput.
Taiyong Li, Jiayi Shi, Wu Deng, Zhenda Hu
2021 B conf
A Novel Framework for Predicting the Spread of COVID-19 by Contact Tracing through Smartphone.
IWCMC
Jiayi Shi, Weixue Sheng, Pushpendu Kar, Monideepa Roy, Sujoy Datta
2021 J jnl
Color image encryption based on joint permutation and diffusion.
J. Electronic Imaging
Taiyong Li, Jiayi Shi, Duzhong Zhang
2020 J jnl
A Novel Image Encryption Approach Based on a Hyperchaotic System, Pixel-Level Filtering with Variable Kernels, and DNA-Level Diffusion.
Entropy
Jiang Wu, Jiayi Shi, Taiyong Li
2019 J jnl
A CEEMDAN and XGBOOST-Based Approach to Forecast Crude Oil Prices.
Complex.
Yingrui Zhou, Taiyong Li, Jiayi Shi, Zijie Qian
2019 J jnl
Image Encryption Based on Pixel-Level Diffusion with Dynamic Filtering and DNA-Level Permutation with 3D Latin Cubes.
Entropy
Taiyong Li, Jiayi Shi, Xinsheng Li, Jiang Wu, Fan Pan
2018 J jnl
SAR image segmentation algorithm based on Contourlet domain AFMRF model.
IET Image Process.
Hongmei Wang, Jiayi Shi