Javen Qinfeng Shi

63 papers A* 9A 2Journal 47Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Chem4DLLM: 4D Multimodal LLMs for Chemical Dynamics Understanding. CoRR Xinyu Li, Zhen Zhang, Qi Chen, Anton van den Hengel, Lina Yao, Javen Qinfeng Shi
2026	J	`jnl`	Concept Component Analysis: A Principled Approach for Concept Extraction in LLMs. CoRR Yuhang Liu, Erdun Gao, Dong Gong, Anton van den Hengel, Javen Qinfeng Shi
2026	J	`jnl`	Identifying Weight-Variant Latent Causal Models. J. Mach. Learn. Res. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2026	J	`jnl`	Parameter-efficient action planning with large language models for vision-and-language navigation. Pattern Recognit. Bahram Mohammadi, Ehsan Abbasnejad, Yuankai Qi, Qi Wu, Anton van den Hengel, Javen Qinfeng Shi
2026	J	`jnl`	The Geometric Mechanics of Contrastive Representation Learning: Alignment Potentials, Entropic Dispersion, and Cross-Modal Divergence. CoRR Yichao Cai, Zhen Zhang, Yuhang Liu, Javen Qinfeng Shi
2025	A	`conf`	A Simple-but-Effective Baseline for Training-Free Class-Agnostic Counting. WACV Yuhao Lin, Haiming Xu, Lingqiao Liu, Javen Qinfeng Shi
2025	A*	`conf`	Analytic DAG Constraints for Differentiable DAG Learning. ICLR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Analytic DAG Constraints for Differentiable DAG Learning. CoRR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Mingming Gong, Biwei Huang, Kun Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Causal Disentanglement and Cross-Modal Alignment for Enhanced Few-Shot Learning. CoRR Tianjiao Jiang, Zhen Zhang, Yuhang Liu, Javen Qinfeng Shi
2025	A*	`conf`	Coreset Selection via Reducible Loss in Continual Learning. ICLR Ruilin Tong, Yuhang Liu, Javen Qinfeng Shi, Dong Gong
2025	J	`jnl`	Generalization of anomaly detection in bridge structures using a vibration-based Siamese convolutional neural network. Comput. Aided Civ. Infrastructure Eng. Alireza Ghiasi, Zhen Zhang, Zijie Zeng, Ching Tai Ng, Abdul Hamid Sheikh, Javen Qinfeng Shi
2025	J	`jnl`	Highway Graph to Accelerate Reinforcement Learning. Trans. Mach. Learn. Res. Zidu Yin, Zhen Zhang, Dong Gong, Stefano V. Albrecht, Javen Qinfeng Shi
2025	J	`jnl`	I Predict Therefore I Am: Is Next Token Prediction Enough to Learn Human-Interpretable Concepts from Data? CoRR Yuhang Liu, Dong Gong, Erdun Gao, Zhen Zhang, Biwei Huang, Mingming Gong, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Latent Covariate Shift: Unlocking Partial Identifiability for Multi-Source Domain Adaptation. Trans. Mach. Learn. Res. Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2025	J	`jnl`	Learning to Reason and Navigate: Parameter Efficient Action Planning with Large Language Models. CoRR Bahram Mohammadi, Ehsan Abbasnejad, Yuankai Qi, Qi Wu, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	Negate or Embrace: On How Misalignment Shapes Multimodal Representation Learning. CoRR Yichao Cai, Yuhang Liu, Erdun Gao, Tianjiao Jiang, Zhen Zhang, Anton van den Hengel, Javen Qinfeng Shi
2025	J	`jnl`	One-stage keypoint detection network for end-to-end cow body measurement. Eng. Appl. Artif. Intell. Guangyuan Yang, Yongliang Qiao, Hongxing Deng, Javen Qinfeng Shi, Huaibo Song
2025	J	`jnl`	The Devil is in the Distributions: Explicit Modeling of Scene Content is Key in Zero-Shot Video Captioning. CoRR Mingkai Tian, Guorong Li, Yuankai Qi, Amin Beheshti, Javen Qinfeng Shi, Anton van den Hengel, Qingming Huang
2024	J	`jnl`	A Simple-but-effective Baseline for Training-free Class-Agnostic Counting. CoRR Yuhao Lin, Haiming Xu, Lingqiao Liu, Javen Qinfeng Shi
2024	J	`jnl`	A Survey on Deep Neural Network Pruning: Taxonomy, Comparison, Analysis, and Recommendations. IEEE Trans. Pattern Anal. Mach. Intell. Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi
2024	A*	`conf`	Augmented Commonsense Knowledge for Remote Object Grounding. AAAI Bahram Mohammadi, Yicong Hong, Yuankai Qi, Qi Wu, Shirui Pan, Javen Qinfeng Shi
2024	J	`jnl`	Augmented Commonsense Knowledge for Remote Object Grounding. CoRR Bahram Mohammadi, Yicong Hong, Yuankai Qi, Qi Wu, Shirui Pan, Javen Qinfeng Shi
2024	—	`conf`	CLAP: Isolating Content from Style Through Contrastive Learning with Augmented Prompts. ECCV (21) Yichao Cai, Yuhang Liu, Zhen Zhang, Javen Qinfeng Shi
2024	J	`jnl`	Identifiable Latent Neural Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	A*	`conf`	Identifiable Latent Polynomial Causal Models through the Lens of Change. ICLR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	J	`jnl`	Influence Function Based Second-Order Channel Pruning: Evaluating True Loss Changes for Pruning is Possible Without Retraining. IEEE Trans. Pattern Anal. Mach. Intell. Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi
2024	J	`jnl`	InvariantStock: Learning Invariant Features for Mastering the Shifting Market. CoRR Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	InvariantStock: Learning Invariant Features for Mastering the Shifting Market. Trans. Mach. Learn. Res. Haiyao Cao, Jinan Zou, Yuhang Liu, Zhen Zhang, Ehsan Abbasnejad, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models. CoRR Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi
2024	J	`jnl`	Rethinking State Disentanglement in Causal Reinforcement Learning. CoRR Haiyao Cao, Zhen Zhang, Panpan Cai, Yuhang Liu, Jinan Zou, Ehsan Abbasnejad, Biwei Huang, Mingming Gong, Anton van den Hengel, Javen Qinfeng Shi
2024	J	`jnl`	Revealing Multimodal Contrastive Representation Learning through Latent Partial Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Biwei Huang, Mingming Gong, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2024	—	`conf`	Semantic Role Labeling Guided Out-of-distribution Detection. LREC/COLING Jinan Zou, Maihao Guo, Yu Tian, Yuhao Lin, Haiyao Cao, Lingqiao Liu, Ehsan Abbasnejad, Javen Qinfeng Shi
2023	J	`jnl`	3D Medical image segmentation using parallel transformers. Pattern Recognit. Qingsen Yan, Shengqiang Liu, Songhua Xu, Caixia Dong, Zongfang Li, Javen Qinfeng Shi, Yanning Zhang, Duwei Dai
2023	—	`conf`	A Generative Approach for Comprehensive Financial Event Extraction at the Document Level. ICAIF Jinan Zou, Yanxi Liu, Yuankai Qi, Haiyao Cao, Lingqiao Liu, Javen Qinfeng Shi
2023	J	`jnl`	A Survey on Deep Neural Network Pruning-Taxonomy, Comparison, Analysis, and Recommendations. CoRR Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi
2023	J	`jnl`	CLAP: Contrastive Learning with Augmented Prompts for Robustness on Pretrained Vision-Language Models. CoRR Yichao Cai, Yuhang Liu, Zhen Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Factor Graph Neural Networks. CoRR Zhen Zhang, Mohammed Haroon Dupty, Fan Wu, Javen Qinfeng Shi, Wee Sun Lee
2023	J	`jnl`	Factor Graph Neural Networks. J. Mach. Learn. Res. Zhen Zhang, Mohammed Haroon Dupty, Fan Wu, Javen Qinfeng Shi, Wee Sun Lee
2023	J	`jnl`	Human Interaction Understanding With Consistency-Aware Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jiajun Meng, Zhenhua Wang, Kaining Ying, Jianhua Zhang, Dongyan Guo, Zhen Zhang, Javen Qinfeng Shi, Shengyong Chen
2023	J	`jnl`	Identifiable Latent Polynomial Causal Models Through the Lens of Change. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Influence Function Based Second-Order Channel Pruning-Evaluating True Loss Changes For Pruning Is Possible Without Retraining. CoRR Hongrong Cheng, Miao Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation. CoRR Yuhao Lin, Haiming Xu, Lingqiao Liu, Jinan Zou, Javen Qinfeng Shi
2023	J	`jnl`	Semantic Role Labeling Guided Out-of-distribution Detection. CoRR Jinan Zou, Maihao Guo, Yu Tian, Yuhao Lin, Haiyao Cao, Lingqiao Liu, Ehsan Abbasnejad, Javen Qinfeng Shi
2023	J	`jnl`	SharpFormer: Learning Local Feature Preserving Global Representations for Image Deblurring. IEEE Trans. Image Process. Qingsen Yan, Dong Gong, Pei Wang, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi
2023	J	`jnl`	Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines. CoRR Hamed Damirchi, Cristian Rodriguez Opazo, Ehsan Abbasnejad, Damien Teney, Javen Qinfeng Shi, Stephen Gould, Anton van den Hengel
2022	—	`conf`	A Lightweight Network for High Dynamic Range Imaging. CVPR Workshops Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong
2022	A*	`conf`	Active Learning by Feature Mixing. CVPR Amin Parvaneh, Ehsan Abbasnejad, Damien Teney, Reza Haffari, Anton van den Hengel, Javen Qinfeng Shi
2022	J	`jnl`	Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model. CoRR Jinan Zou, Haiyao Cao, Lingqiao Liu, Yuhao Lin, Ehsan Abbasnejad, Javen Qinfeng Shi
2022	A*	`conf`	Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense. ICML Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe
2022	J	`jnl`	Bayesian Learning with Information Gain Provably Bounds Risk for a Robust Adversarial Defense. CoRR Bao Gia Doan, Ehsan Abbasnejad, Javen Qinfeng Shi, Damith C. Ranasinghe
2022	J	`jnl`	Computationally Efficient Dilated Convolutional Model for Melody Extraction. IEEE Signal Process. Lett. Xian Wang, Lingqiao Liu, Javen Qinfeng Shi
2022	J	`jnl`	Identifying Latent Causal Content for Multi-Source Domain Adaptation. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Kun Zhang, Javen Qinfeng Shi
2022	A*	`conf`	Implicit Sample Extension for Unsupervised Person Re-Identification. CVPR Xinyu Zhang, Dongdong Li, Zhigang Wang, Jian Wang, Errui Ding, Javen Qinfeng Shi, Zhaoxiang Zhang, Jingdong Wang
2022	J	`jnl`	Implicit Sample Extension for Unsupervised Person Re-Identification. CoRR Xinyu Zhang, Dongdong Li, Zhigang Wang, Jian Wang, Errui Ding, Javen Qinfeng Shi, Zhaoxiang Zhang, Jingdong Wang
2022	J	`jnl`	Learn to Predict Sets Using Feed-Forward Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. Hamid Rezatofighi, Tianyu Zhu, Roman Kaskman, Farbod T. Motlagh, Javen Qinfeng Shi, Anton Milan, Daniel Cremers, Laura Leal-Taixé, Ian D. Reid
2022	A*	`conf`	Learning Bayesian Sparse Networks with Full Experience Replay for Continual Learning. CVPR Qingsen Yan, Dong Gong, Yuhang Liu, Anton van den Hengel, Javen Qinfeng Shi
2022	—	`conf`	NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. CVPR Workshops Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park
2022	J	`jnl`	NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results. CoRR Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park
2022	A*	`conf`	Truncated Matrix Power Iteration for Differentiable DAG Learning. NeurIPS Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, Ehsan Abbasnejad, Mingming Gong, Kun Zhang, Javen Qinfeng Shi
2022	J	`jnl`	Truncated Matrix Power Iteration for Differentiable DAG Learning. CoRR Zhen Zhang, Ignavier Ng, Dong Gong, Yuhang Liu, M. Ehsan Abbasnejad, Mingming Gong, Kun Zhang, Javen Qinfeng Shi
2022	J	`jnl`	Video super-resolution via mixed spatial-temporal convolution and selective fusion. Pattern Recognit. Wei Sun, Dong Gong, Javen Qinfeng Shi, Anton van den Hengel, Yanning Zhang
2022	J	`jnl`	Weight-variant Latent Causal Models. CoRR Yuhang Liu, Zhen Zhang, Dong Gong, Mingming Gong, Biwei Huang, Anton van den Hengel, Kun Zhang, Javen Qinfeng Shi
2021	A	`conf`	A Comprehensive CT Dataset for Liver Computer Assisted Diagnosis. BMVC Qingsen Yan, Bo Wang, Dong Gong, Dingwen Zhang, Yang Yang, Zheng You, Yanning Zhang, Javen Qinfeng Shi