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papers

Publications (14)

PersonaMath: Boosting Mathematical Reasoning via Persona-Driven Data Augmentation

Jing Luo, Longze Chen, Run Luo +12

Expanding before Inferring: Enhancing Factuality in Large Language Models through Premature Layers Interpolation

Dingwei Chen, Ziqiang Liu, Feiteng Fang +6

SemanticST: Spatially Informed Semantic Graph Learning for Clustering, Integration, and Scalable Analysis of Spatial Transcriptomics

Roxana Zahedi, Ahmadreza Argha, Nona Farbehi +4

Beyond Quantity: Trajectory Diversity Scaling for Code Agents

Guhong Chen, Chenghao Sun, Cheng Fu +16

Harmonised benchmarking of foundation models for single-cell and spatial transcriptomics reveals context-dependent generalisation

Sally Chen, Roxana Zahedi, Lucy Chhuo +11

RxSafeBench: Identifying Medication Safety Issues of Large Language Models in Simulated Consultation

Jiahao Zhao, Luxin Xu, Minghuan Tan +4

STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation

Jiaming Li, Yukun Chen, Ziqiang Liu +10

Structuring Reasoning for Complex Rules Beyond Flat Representations

Zhihao Yang, Ancheng Xu, Jingpeng Li +11

Transcriptomic Models for Immunotherapy Response Prediction Show Limited Cross-cohort Generalisability

Yuheng Liang, Lucy Chhuo, Ahmadreza Argha +8

ETAGE: Enhanced Test Time Adaptation with Integrated Entropy and Gradient Norms for Robust Model Performance

Afshar Shamsi, Rejisa Becirovic, Ahmadreza Argha +3

Lower Layers Matter: Alleviating Hallucination via Multi-Layer Fusion Contrastive Decoding with Truthfulness Refocused

Dingwei Chen, Feiteng Fang, Shiwen Ni +6

Deep Learning in Spatially Resolved Transcriptomics: A Comprehensive Technical View

Roxana Zahedi Nasab, Mohammad Reza Eftekhariyan Ghamsari, Ahmadreza Argha +6

Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking

Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha +3

xJailbreak: Representation Space Guided Reinforcement Learning for Interpretable LLM Jailbreaking

Sunbowen Lee, Shiwen Ni, Chi Wei +7