Huijie Guo

24 papers A* 4Misc 1Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
CAMD: Coverage-Aware Multimodal Decoding for Efficient Reasoning of Multimodal Large Language Models.
CoRR
Huijie Guo, Jingyao Wang, Lingyu Si, Jiahuan Zhou, Changwen Zheng, Wenwen Qiang
2026 A* conf
Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction.
AAAI
Ruike Song, Zeen Song, Huijie Guo, Wenwen Qiang
2026 A* conf
Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration.
AAAI
Huijie Guo, Jingyao Wang, Peizheng Guo, Xingchen Shen, Changwen Zheng, Wenwen Qiang
2026 J jnl
Towards Generalizable Reasoning: Group Causal Counterfactual Policy Optimization for LLM Reasoning.
CoRR
Jingyao Wang, Peizheng Guo, Wenwen Qiang, Jiahuan Zhou, Huijie Guo, Changwen Zheng, Hui Xiong
2026 J jnl
UVENet: A novel end-to-end model for temporal consistency in underwater video enhancement.
Neural Networks
Huijie Guo, Dazhao Du, Hongwei Dong, Shouyou Huang, Changwen Zheng, Lingyu Si
2025 J jnl
A Survey of Large Language Model for Drug Research and Development.
IEEE Access
Huijie Guo, Xudong Xing, Yongjie Zhou, Wenjiao Jiang, Xiaoyi Chen, Ting Wang, Zixuan Jiang, Yibing Wang, Junyan Hou, Yukun Jiang, Jianzhen Xu
2025 J jnl
CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting.
CoRR
Xingyu Zhang, Wenwen Qiang, Siyu Zhao, Huijie Guo, Jiangmeng Li, Chuxiong Sun, Changwen Zheng
2025 J jnl
Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction.
CoRR
Ruike Song, Zeen Song, Huijie Guo, Wenwen Qiang
2025 J jnl
Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration.
CoRR
Huijie Guo, Jingyao Wang, Peizheng Guo, Xingchen Shen, Changwen Zheng, Wenwen Qiang
2025 J jnl
Hacking Hallucinations of MLLMs with Causal Sufficiency and Necessity.
CoRR
Peizheng Guo, Jingyao Wang, Wenwen Qiang, Huijie Guo, Changwen Zheng, Jiahuan Zhou, Gang Hua
2025 J jnl
Multi-Modal Learning with Bayesian-Oriented Gradient Calibration.
CoRR
Peizheng Guo, Jingyao Wang, Huijie Guo, Jiangmeng Li, Chuxiong Sun, Changwen Zheng, Wenwen Qiang
2025 J jnl
TA-ASTGCN: a trend-aware adaptive spatio-temporal graph convolutional network for traffic flow prediction.
Neural Comput. Appl.
Chuang Cai, Huijie Guo, Zhenlin Zhang, Tianfeng Dou, Dong Wu, Kaiyuan Qi, Yuqin Bai, Chongguang Ren
2024 J jnl
Load Calculation Method for Deep-Buried Layered Soft Rock Tunnel Based on Back-Analysis of Structural Deformation.
Symmetry
Lixin Zhang, Lijun Chen, Jianxun Chen, Yanbin Luo, Huijie Guo, Yang Zhai, Pengkun Wang
2024 J jnl
Neuromodulated Meta-Learning.
CoRR
Jingyao Wang, Huijie Guo, Wenwen Qiang, Jiangmeng Li, Changwen Zheng, Hui Xiong, Gang Hua
2024 A* conf
Not All Frequencies Are Created Equal: Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting.
ACM Multimedia
Xingyu Zhang, Siyu Zhao, Zeen Song, Huijie Guo, Jianqi Zhang, Changwen Zheng, Wenwen Qiang
2024 J jnl
Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting.
CoRR
Xingyu Zhang, Siyu Zhao, Zeen Song, Huijie Guo, Jianqi Zhang, Changwen Zheng, Wenwen Qiang
2024 A* conf
Self-Supervised Representation Learning with Meta Comprehensive Regularization.
AAAI
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
2024 J jnl
Self-Supervised Representation Learning with Meta Comprehensive Regularization.
CoRR
Huijie Guo, Ying Ba, Jie Hu, Lingyu Si, Wenwen Qiang, Lei Shi
2024 J jnl
irGSEA: the integration of single-cell rank-based gene set enrichment analysis.
Briefings Bioinform.
Chuiqin Fan, Fuyi Chen, Yuanguo Chen, Liangping Huang, Manna Wang, Yulin Liu, Yu Wang, Huijie Guo, Nanpeng Zheng, Yanbing Liu, Hongwu Wang, Lian Ma
2023 J jnl
Contrastive learning with semantic consistency constraint.
Image Vis. Comput.
Huijie Guo, Lei Shi
2023 — conf
How "Applied" is Fifteen Years of VAST conference?
IEEE VIS (Short Papers)
Lei Shi, Lei Xia, Zipeng Liu, Ye Sun, Huijie Guo, Klaus Mueller
2023 Misc conf
Ultimate Negative Sampling for Contrastive Learning.
ICASSP
Huijie Guo, Lei Shi
2020 J jnl
Semi-supervised dimensionality reduction via sparse locality preserving projection.
Appl. Intell.
Huijie Guo, Hui Zou, Junyan Tan
2016 — conf
The research on virtual simulation of lead screw system.
ICIA
Huijie Guo, Jiangang Li, Tingting Meng, Zexiang Li