Hanchen Xie - RankMe

24 papers A* 2A 2Misc 1Journal 15Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Critical Review of Predominant Bias in Neural Networks. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2025	Misc	`conf`	Attention-Driven Causal Discovery: From Transformer Matrices to Granger Causal Graphs for Non-Stationary Time-series Data. ICASSP Jiageng Zhu, Kehao Li, Zheda Mai, Hanchen Xie, Wael AbdAlmageed, Zubin Abraham
2025	—	`conf`	Efficiently Mitigating Video Content Misalignment on Large Vision Model with Time-Series Data Alignment. CVPR Workshops Hanchen Xie, Rose Ma, Jiageng Zhu, Zheda Mai, Wael Abd-Almageed, Zubin Abraham
2025	J	`jnl`	Enhancing Diversity in Text-to-Image Generation without Compromising Fidelity. Trans. Mach. Learn. Res. Jiazhi Li, Mi Zhou, Mahyar Khayatkhoei, Jingyu Shi, Xiang Gao, Jiageng Zhu, Hanchen Xie, Xiyun Song, Zongfang Lin, Heather Yu, Jieyu Zhao
2025	J	`jnl`	Fairness and Disentanglement: A Critical Review of Predominant Bias in Neural Networks. Trans. Mach. Learn. Res. Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2024	—	`conf`	An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. ECCV Workshops (21) Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed
2024	J	`jnl`	An Investigation on The Position Encoding in Vision-Based Dynamics Prediction. CoRR Jiageng Zhu, Hanchen Xie, Jiazhi Li, Mahyar Khayatkhoei, Wael AbdAlmageed
2024	J	`jnl`	DiffusionCounterfactuals: Inferring High-dimensional Counterfactuals with Guidance of Causal Representations. CoRR Jiageng Zhu, Hanchen Xie, Jiazhi Li, Wael Abd-Almageed
2024	J	`jnl`	Look, Learn and Leverage (L CoRR Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed
2024	A	`conf`	Multi-Scope Representation Learning for Causal Relation Discovery with new Challenging Datasets. BMVC Jiageng Zhu, Hanchen Xie, Jianhua Wu, Mohamed E. Hussein, Mahyar Khayatkhoei, Jiazhi Li, Wael AbdAlmageed
2023	J	`jnl`	A Critical View Of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. CoRR Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
2023	A*	`conf`	A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment Misalignment. ICML Hanchen Xie, Jiageng Zhu, Mahyar Khayatkhoei, Jiazhi Li, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering. CoRR Jiazhi Li, Mahyar Khayatkhoei, Jiageng Zhu, Hanchen Xie, Mohamed E. Hussein, Wael AbdAlmageed
2023	J	`jnl`	Shadow Datasets, New challenging datasets for Causal Representation Learning. CoRR Jiageng Zhu, Hanchen Xie, Jianhua Wu, Jiazhi Li, Mahyar Khayatkhoei, Mohamed E. Hussein, Wael AbdAlmageed
2022	J	`jnl`	Do-Operation Guided Causal Representation Learning with Reduced Supervision Strength. CoRR Jiageng Zhu, Hanchen Xie, Wael AbdAlmageed
2022	J	`jnl`	SW-VAE: Weakly Supervised Learn Disentangled Representation Via Latent Factor Swapping. CoRR Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
2022	—	`conf`	SW-VAE: Weakly Supervised Learn Disentangled Representation via Latent Factor Swapping. ECCV Workshops (2) Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
2022	J	`jnl`	Weakly Supervised Invariant Representation Learning Via Disentangling Known and Unknown Nuisance Factors. CoRR Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
2022	—	`conf`	Weakly Supervised Invariant Representation Learning via Disentangling Known and Unknown Nuisance Factors. ECCV Workshops (8) Jiageng Zhu, Hanchen Xie, Wael Abd-Almageed
2021	A	`conf`	MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. WACV Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed
2021	A*	`conf`	Partner-Assisted Learning for Few-Shot Image Classification. ICCV Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
2021	J	`jnl`	Partner-Assisted Learning for Few-Shot Image Classification. CoRR Jiawei Ma, Hanchen Xie, Guangxing Han, Shih-Fu Chang, Aram Galstyan, Wael Abd-Almageed
2020	J	`jnl`	MUSCLE: Strengthening Semi-Supervised Learning Via Concurrent Unsupervised Learning Using Mutual Information Maximization. CoRR Hanchen Xie, Mohamed E. Hussein, Aram Galstyan, Wael Abd-Almageed