Jiawei Gu

58 papers A* 7B 5C 1Journal 34Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
A physically inspired and bounded metric learning framework for fault detection and multi-class classification in mechanical systems.
Expert Syst. Appl.
Xinming Li, Jiawei Gu, Meng Li, Wuzhe Fan, Yiming Xiao, Wenhan Lyu, Cong Du, Yanxue Wang
2026 J jnl
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning.
CoRR
Mingyang Song, Haoyu Sun, Jiawei Gu, Linjie Li, Luxin Xu, Ranjay Krishna, Yu Cheng
2026 J jnl
Bridging the Subpopulation Gap: A New Paradigm for Robust Fault Diagnosis in Rotating Machinery.
IEEE Trans. Ind. Informatics
Jiawei Gu, Xiangxiang Yuan, Xinming Li, Yanxue Wang, Ziyue Qiao, Hui Xiong
2026 J jnl
Gym-V: A Unified Vision Environment System for Agentic Vision Research.
CoRR
Fanqing Meng, Lingxiao Du, Jiawei Gu, Jiaqi Liao, Linjie Li, Zijian Wu, Xiangyan Liu, Ziqi Zhao, Mengkang Hu, Yue Zhang, Zichen Liu, Jiaheng Zhang, Michael Qizhe Shieh
2026 J jnl
NEP_MiniMax: An Approach for NEPs Based on Matrix-valued Minimax Approximations.
CoRR
Chenkun Zhang, Jiawei Gu, Lei-Hong Zhang
2026 J jnl
Symmetric Radial Vectors for uncertainty-aware rotary machinery fault diagnosis.
Reliab. Eng. Syst. Saf.
Jiawei Gu, Xiangxiang Yuan, Xinming Li, Yanxue Wang, Jinduo Xing
2025 A* conf
Activation Shape Matters: OOD Detection with Norm-Entropy Fusion.
ACM Multimedia
Jiawei Gu, Ziyue Qiao, Zechao Li
2025 A* conf
Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark.
ICML
Yunzhuo Hao, Jiawei Gu, Huichen Will Wang, Linjie Li, Zhengyuan Yang, Lijuan Wang, Yu Cheng
2025 J jnl
Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark.
CoRR
Yunzhuo Hao, Jiawei Gu, Huichen Will Wang, Linjie Li, Zhengyuan Yang, Lijuan Wang, Yu Cheng
2025 J jnl
Energy-Propagation Graph Neural Networks for Enhanced Out-of-Distribution Fault Analysis in Intelligent Construction Machinery Systems.
IEEE Internet Things J.
Xinming Li, Meng Li, Jiawei Gu, Yanxue Wang, Jiachi Yao, Jianbo Feng
2025 B conf
FAformer: Exploring Frequency and Attention in Transformers for Long-Term Time Series Forecasting.
IJCNN
Jiawei Gu, Dingxin Cheng, Qiang Guo, Bin Jiang, Wenyu Wang, Meixia Qu
2025 J jnl
FreshRetailNet-50K: A Stockout-Annotated Censored Demand Dataset for Latent Demand Recovery and Forecasting in Fresh Retail.
CoRR
Yangyang Wang, Jiawei Gu, Li Long, Xin Li, Li Shen, Zhouyu Fu, Xiangjun Zhou, Xu Jiang
2025 J jnl
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow.
CoRR
Haoyu Sun, Huichen Will Wang, Jiawei Gu, Linjie Li, Yu Cheng
2025 A* conf
GCAL: Adapting Graph Models to Evolving Domain Shifts.
ICML
Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
2025 J jnl
GCAL: Adapting Graph Models to Evolving Domain Shifts.
CoRR
Ziyue Qiao, Qianyi Cai, Hao Dong, Jiawei Gu, Pengyang Wang, Meng Xiao, Xiao Luo, Hui Xiong
2025 J jnl
Gradient Short-Circuit: Efficient Out-of-Distribution Detection via Feature Intervention.
CoRR
Jiawei Gu, Ziyue Qiao, Zechao Li
2025 — conf
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction.
ACL (1)
Ziting Xian, Jiawei Gu, Lingbo Li, Shangsong Liang
2025 B conf
Multi-scale Weight-residual Transformer for Uniand Multi-modal Representation Learning.
IJCNN
Dingxin Cheng, Jiawei Gu, Kang Xie, Mengyue Zhang, Gang Wang, Bin Jiang
2025 A* conf
NeuBM: Mitigating Model Bias in Graph Neural Networks Through Neutral Input Calibration.
IJCAI
Jiawei Gu, Ziyue Qiao, Xiao Luo
2025 J jnl
NeuBM: Mitigating Model Bias in Graph Neural Networks through Neutral Input Calibration.
CoRR
Jiawei Gu, Ziyue Qiao, Xiao Luo
2025 J jnl
OpenThinkIMG: Learning to Think with Images via Visual Tool Reinforcement Learning.
CoRR
Zhaochen Su, Linjie Li, Mingyang Song, Yunzhuo Hao, Zhengyuan Yang, Jun Zhang, Guanjie Chen, Jiawei Gu, Juntao Li, Xiaoye Qu, Yu Cheng
2025 J jnl
Out-of-Distribution Graph Models Merging.
CoRR
Yidi Wang, Jiawei Gu, Xiaobing Pei, Xubin Zheng, Xiao Luo, Pengyang Wang, Ziyue Qiao
2025 J jnl
Scaling Reasoning, Losing Control: Evaluating Instruction Following in Large Reasoning Models.
CoRR
Tingchen Fu, Jiawei Gu, Yafu Li, Xiaoye Qu, Yu Cheng
2025 A* conf
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps.
IJCAI
Jiawei Gu, Ziyue Qiao, Zechao Li
2025 J jnl
SpectralGap: Graph-Level Out-of-Distribution Detection via Laplacian Eigenvalue Gaps.
CoRR
Jiawei Gu, Ziyue Qiao, Zechao Li
2025 — conf
Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively.
ACL (6)
Jiawei Gu, Shangsong Liang
2025 J jnl
Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively.
CoRR
Jiawei Gu, Shangsong Liang
2025 J jnl
ThinkMorph: Emergent Properties in Multimodal Interleaved Chain-of-Thought Reasoning.
CoRR
Jiawei Gu, Yunzhuo Hao, Huichen Will Wang, Linjie Li, Michael Qizhe Shieh, Yejin Choi, Ranjay Krishna, Yu Cheng
2025 — conf
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience.
ACL (Findings)
Jiawei Gu, Ziting Xian, Yuanzhen Xie, Ye Liu, Enjie Liu, Ruichao Zhong, Mochi Gao, Yunzhi Tan, Bo Hu, Zang Li
2025 J jnl
Toward Structured Knowledge Reasoning: Contrastive Retrieval-Augmented Generation on Experience.
CoRR
Jiawei Gu, Ziting Xian, Yuanzhen Xie, Ye Liu, Enjie Liu, Ruichao Zhong, Mochi Gao, Yunzhi Tan, Bo Hu, Zang Li
2025 J jnl
Unfolding Spatial Cognition: Evaluating Multimodal Models on Visual Simulations.
CoRR
Linjie Li, Mahtab Bigverdi, Jiawei Gu, Zixian Ma, Yinuo Yang, Ziang Li, Yejin Choi, Ranjay Krishna
2024 J jnl
A Survey on LLM-as-a-Judge.
CoRR
Jiawei Gu, Xuhui Jiang, Zhichao Shi, Hexiang Tan, Xuehao Zhai, Chengjin Xu, Wei Li, Yinghan Shen, Shengjie Ma, Honghao Liu, Yuanzhuo Wang, Jian Guo
2024 A* conf
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models.
EMNLP
Jiawei Gu, Zacc Yang, Chuanghao Ding, Rui Zhao, Fei Tan
2024 J jnl
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models.
CoRR
Jiawei Gu, Zacc Yang, Chuanghao Ding, Rui Zhao, Fei Tan
2024 J jnl
Defect Category Prediction Based on Multi-Source Domain Adaptation.
CoRR
Ying Xing, Mengci Zhao, Bin Yang, Yuwei Zhang, Wenjin Li, Jiawei Gu, Jun Yuan
2024 J jnl
Triboelectric Nanogenerators: State of the Art.
Sensors
Zhan Shi, Yanhu Zhang, Jiawei Gu, Bao Liu, Hao Fu, Hongyu Liang, Jinghu Ji
2024 A* conf
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking.
NeurIPS
Yunchao Liu, Ha Dong, Xin Wang, Rocco Moretti, Yu Wang, Zhaoqian Su, Jiawei Gu, Bobby Bodenheimer, Charles David Weaver, Jens Meiler, Tyler Derr
2024 J jnl
WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking.
CoRR
Yunchao Liu, Ha Dong, Xin Wang, Rocco Moretti, Yu Wang, Zhaoqian Su, Jiawei Gu, Bobby Bodenheimer, Charles David Weaver, Jens Meiler, Tyler Derr
2023 J jnl
Unsupervised domain adaptation for Covid-19 classification based on balanced slice Wasserstein distance.
Comput. Biol. Medicine
Jiawei Gu, Xuan Qian, Qian Zhang, Hongliang Zhang, Fang Wu
2023 B conf
Vulnerability Name Prediction Based on Enhanced Multi-Source Domain Adaptation.
TrustCom
Ying Xing, Mengci Zhao, Bin Yang, Yuwei Zhang, Wenjin Li, Jiawei Gu, Jun Yuan, Lexi Xu
2022 J jnl
Amino acid environment affinity model based on graph attention network.
J. Bioinform. Comput. Biol.
Xueheng Tong, Shuqi Liu, Jiawei Gu, Chunguo Wu, Yanchun Liang, Xiaohu Shi
2022 J jnl
Damage Detection for Rotating Blades Using Digital Image Correlation with an AC-SURF Matching Algorithm.
Sensors
Jiawei Gu, Gang Liu, Mengzhu Li
2021 J jnl
A Novel Method for Predicting Fault Labels of Roller Bearing by Generalized Laplacian Matrix.
IEEE Access
Jiawei Gu, Yanxue Wang, Chaofan Hu, Zexi Luo
2021 — conf
Acoustic Coupling Bath Using Heavy Water For Transranial Magnetic Resonance-Guided Focused Ultrasound Surgery.
CISP-BMEI
Xiao Ma, Guofeng Shen, Shenyan Zong, Jiawei Gu, Hao Wu, Shengfa Zhang, Bo Wei
2021 — conf
Combining GCN and Bi-LSTM for Protein Secondary Structure Prediction.
BIBM
Hailong Jin, Wei Du, Jiawei Gu, Tianhao Zhang, Xiaohu Shi
2021 J jnl
Subpixel Matching Using Double-Precision Gradient-Based Method for Digital Image Correlation.
Sensors
Gang Liu, Mengzhu Li, Weiqing Zhang, Jiawei Gu
2020 J jnl
Cross-domain intelligent fault classification of bearings based on tensor-aligned invariant subspace learning and two-dimensional convolutional neural networks.
Knowl. Based Syst.
Chaofan Hu, Yanxue Wang, Jiawei Gu
2020 J jnl
Single Neural Adaptive PID Control for Small UAV Micro-Turbojet Engine.
Sensors
Wei Tang, Lijian Wang, Jiawei Gu, YunFeng Gu
2019 J jnl
Energy-Efficient Nonvolatile SRAM Design Based on Resistive Switching Multi-Level Cells.
IEEE Trans. Circuits Syst. II Express Briefs
Yanan Sun, Jiawei Gu, Weifeng He, Qin Wang, Naifeng Jing, Zhigang Mao, Weikang Qian, Li Jiang
2019 — conf
PRFS- Based MR Thermometry with Correction for Fat Interference.
CISP-BMEI
Hang Liu, Guofeng Shen, Sheng Chen, Jiawei Gu, Shenyan Zong, Shan Qiao, Huaxin Lu, Han Wang
2017 C conf
A hardware-friendly hierarchical HEVC motion estimation algorithm for UHD applications.
ISCAS
Li Hu, Jiawei Gu, Guanghui He, Weifeng He
2015 — conf
A focal positioning method used in the MR-guided focused ultrasound surgery system.
BMEI
Jiawei Gu, Guofeng Shen
2015 — conf
CipherCard: A Token-Based Approach Against Camera-Based Shoulder Surfing Attacks on Common Touchscreen Devices.
INTERACT (2)
Teddy Seyed, Xing-Dong Yang, Anthony Tang, Saul Greenberg, Jiawei Gu, Bin Zhu, Xiang Cao
2014 B conf
FlexStroke: a flexible, deformable brush-tip with dynamic stiffness for digital input.
TEI
Xin Liu, Jiawei Gu
2014 B conf
RoCuModel: an iterative tangible modeling system.
TEI
Yuebo Shen, Keqin Dou, Jiawei Gu
2014 — conf
Traceband: locating missing items by visual remembrance.
UIST (Adjunct Volume)
Farshid Tavakolizadeh, Jiawei Gu, Bahador Saket
2013 — conf
FlexStroke: a jamming brush tip simulating multiple painting tools on digital platform.
UIST (Adjunct Volume)
Xin Liu, Haijun Xia, Jiawei Gu
2012 — conf
SlickFeel: sliding and clicking haptic feedback on a touchscreen.
UIST (Adjunct Volume)
Xiaowei Dai, Jiawei Gu, Xiang Cao, J. Edward Colgate, Hong Z. Tan