Yali Bian

15 papers A 1Journal 10Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection. CoRR Hong Lu, Yali Bian, Rahul C. Shah
2024	J	`jnl`	Learning sample representativeness for class-imbalanced multi-label classification. Pattern Anal. Appl. Yu Zhang, Sichen Cao, Siya Mi, Yali Bian
2024	J	`jnl`	NeuralSI: Neural Design of Semantic Interaction for Interactive Deep Learning. CoRR Yali Bian, Rebecca Faust, Chris North
2024	J	`jnl`	Please Understand My Disability: An Analysis of YouTubers' Discourse on Disability Challenges. Proc. ACM Hum. Comput. Interact. Shuo Niu, Li Liu, Yali Bian
2024	—	`conf`	Quantifying Explainability with Multi-Scale Gaussian Mixture Models. XAI4CV Anthony Rhodes, Yali Bian, Ilke Demir
2023	J	`jnl`	DeepSI: Interactive Deep Learning for Semantic Interaction. CoRR Yali Bian, Chris North
2023	J	`jnl`	Self-label correction for image classification with noisy labels. Pattern Anal. Appl. Yu Zhang, Fan Lin, Siya Mi, Yali Bian
2022	—	`—`	Human-AI Sensemaking with Semantic Interaction and Deep Learning. Yali Bian
2021	A	`conf`	DeepSI: Interactive Deep Learning for Semantic Interaction. IUI Yali Bian, Chris North
2021	—	`conf`	Semantic Explanation of Interactive Dimensionality Reduction. IEEE VIS (Short Papers) Yali Bian, Chris North, Eric Krokos, Sarah Joseph
2020	J	`jnl`	DeepVA: Bridging Cognition and Computation through Semantic Interaction and Deep Learning. CoRR Yali Bian, John E. Wenskovitch, Chris North
2020	J	`jnl`	Evaluating Semantic Interaction on Word Embeddings via Simulation. CoRR Yali Bian, Michelle Dowling, Chris North
2016	J	`jnl`	Concept over time: the combination of probabilistic topic model with wikipedia knowledge. Expert Syst. Appl. Liang Yao, Yin Zhang, Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian
2015	J	`jnl`	Discovering treatment pattern in Traditional Chinese Medicine clinical cases by exploiting supervised topic model and domain knowledge. J. Biomed. Informatics Liang Yao, Yin Zhang, Baogang Wei, Wei Wang, Yuejiao Zhang, Xiaolin Ren, Yali Bian
2014	—	`conf`	CKGHV: a comprehensive knowledge graph for history visualization. JCDL Yingzhen Zhu, Xinyi Cao, Yali Bian, Jiangqin Wu

2025 Best paper conf

Assessing the Effectiveness of the Tigress Obfuscator Against MOPSA and BinaryNinja.

CheckMATE

Nicolò Altamura, Enrico Bragastini, Marco Campion, Mila Dalla Preda

2026 Best paper preprint

ASSEMBLAGE-DEEPHISTORY: A Cross-Build Binary Dataset with Temporal Coverage.

arXiv

Chang Liu, Noah Fleischmann, Nicolò Altamura, Edward Raff, James Holt, Kristopher Micinski