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papers

Publications (18)

Unsupervised Triplet Hashing for Fast Image Retrieval

Shanshan Huang, Yichao Xiong, Ya Zhang +1

The Pascal Triangle of a Discrete Image: Definition, Properties and Application to Shape Analysis

Mireille Boutin, Shanshan Huang

MarkQA: A large scale KBQA dataset with numerical reasoning

Xiang Huang, Sitao Cheng, Yuheng Bao +2

Calculating Probabilities Simplifies Word Learning

Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang +1

POEM: Partial-Order Enhanced Real-Time Sequential Modeling for Recommendation

Linxiao Che, Yijia Sun, Siyuan Lou +5

Statistically Profiling Biases in Natural Language Reasoning Datasets and Models

Shanshan Huang, Kenny Q. Zhu

From Extraction to Navigation: Progressive Retrieval with Indirectly Infinite Depth

Linxiao Che, Shanshan Huang, Haitao Lu +6

QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback-based Self-Correction

Xiang Huang, Sitao Cheng, Shanshan Huang +4

AMRec: An Intelligent System for Academic Method Recommendation

Shanshan Huang, Xiaojun Wan, Xuewei Tang

GRank: Towards Target-Aware and Streamlined Industrial Retrieval with a Generate-Rank Framework

Yijia Sun, Shanshan Huang, Zhiyuan Guan +4

ASCIIEval: Benchmarking Models' Visual Perception in Text Strings via ASCII Art

Qi Jia, Xiang Yue, Shanshan Huang +5

Deep Hashing with Triplet Quantization Loss

Yuefu Zhou, Shanshan Huang, Ya Zhang +1

MPFormer: Adaptive Framework for Industrial Multi-Task Personalized Sequential Retriever

Yijia Sun, Shanshan Huang, Linxiao Che +4

Pareto Invariant Representation Learning for Multimedia Recommendation

Shanshan Huang, Haoxuan Li, Qingsong Li +2

AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification

Yuxuan Chen, Shanshan Huang, Yunyao Cheng +6

EdgeNav-QE: QLoRA Quantization and Dynamic Early Exit for LAM-based Navigation on Edge Devices

Mengyun Liu, Shanshan Huang, Jianan Jiang

TARGA: Targeted Synthetic Data Generation for Practical Reasoning over Structured Data

Xiang Huang, Jiayu Shen, Shanshan Huang +3

Extending the reach of quantum computing for materials science with machine learning potentials

Julian Schuhmacher, Guglielmo Mazzola, Francesco Tacchino +4