IR
Imran Razzak
cs.CVcs.AIcs.LGcs.CLeess.IVCOVID-19cs.IRcs.RODeep learningcs.CY
On Valency
published · living versionsW_pa9a3ubt·v1 · currentpublished
Neither Over- nor Under-Constrained: Evaluating LLM Personalization under a Constraint Qualification Audit
with Xuran Li, Guanqin Zhang, Hakim Hacid, Eleanna Kafeza +2
1 version
W_q8k83kvy·v1published
W_sc3d9k3q·v1published
Preprints & journals
181 papers in the corpus · 2019–2026Neither Over- nor Under-Constrained: Evaluating LLM Personalization under a Constraint Qualification Audit2610.25676v1 · Xuran Li, Guanqin Zhang, Imran Razzak et al.2026 · 0 citationsarXivon Valency
Mixture-of-Memories: Low-Overhead Language Modeling with Modular Knowledge Injection2610.25425v1 · Yifan Lu, Rubin Wei, Ziyun Zou et al.2026 · 0 citationsarXivon Valency
Beyond Reward Scoring: Online Multi-Agent Preference Learning for Multimodal Response Generation2610.23256v1 · Ziyun Zou, Jiwoo Hong, Yifan Lu et al.2026 · 0 citationsarXiv
BARRAC: Adaptation of an English Aspect-based Sentiment Analysis Approach for Classification Tasks in Arabic Dialects2609.38820v1 · Ali Almutairi, Gelareh Mohammadi, Imran Razzak et al.2026 · 0 citationsarXiv
What Makes Recurrence Effective in Looped Language Models?2609.36636v1 · Xinlin Zhuang, Siyuan Wang, Imran Razzak et al.2026 · 0 citationsarXiv
DoAtlas-2: A Foundation for Self-Evolving Causal Biomedical Discovery2609.35107v2 · Yulong Li, Rong Xia, Yuxuan Zhang et al.2026 · 0 citationsarXiv
MedRoundsQA: A Persona and Difficulty Aware Evaluation for Multi-Turn Medical Consultations2609.12851v1 · Youssef Mohamed, Ahmed Heakl, Qinrong Cui et al.2026 · 0 citationsarXivon Valency
Attention-Driven Framework for Non-Rigid Medical Image Registration.42696627 · Iqbal, Muhammad Zafar, Siddiqui, Ghazanfar Farooq, Haq, Anwar Ul et al.2026 · 0 citationsIEEE journal of biomedical and health informatics. 2026;PP
MVC-Bench: Benchmarking Calibration of Medical Vision-Language Models2608.27004v2 · Ashshak Sharifdeen, Shihab Aaqil Ahamed, Ufaq Khan et al.2026 · 0 citationsarXiv
Grounding Isn't Knowing: Do VLMs Need Object Localization for Spatial Reasoning?2608.23074v1 · Xiwei Liu, Yulong Li, Xinlin Zhuang et al.2026 · 0 citationsarXiv
Counterfactual Anatomy-guided Spatial-Temporal Decoding for Annotation-Free Hallucination Mitigation in Medical VLMs2608.17427v1 · Yifan Lu, Adinath Dukre, Abhijit Das et al.2026 · 0 citationsarXiv
AsyTO: Asymmetric Temporal Operator for Parameter-Efficient Multivariate Time Series Forecasting2608.16098v1 · Xiachong Lin, Du Yin, Hao Xue et al.2026 · 0 citationsarXiv
On the Robustness of Temporal Vision-Language Models for Surgical Endoscopy Videos2608.14262v1 · Darakshan Rashid, Raza Imam, Ufaq Khan et al.2026 · 0 citationsarXiv
TopoBrick: Agentic Topology Sampling of Exogenous Variables for Zero-Shot Building IoT Forecasting2607.06349v2 · Xiachong Lin, Du Yin, Arian Prabowo et al.2026 · 0 citationsarXiv
Causal-RetiGraph: Cross-Cohort Retinal Support and Same-Subject Pathway Analysis for Diabetic Retinopathy2607.05204v1 · Inam Ullah, Imran Razzak, Shoaib Jameel2026 · 0 citationsarXiv
TAVR-VLM: Risk-Conditioned Causal Grounding for Hallucination-Resistant Report Generation2606.26874v1 · Zhixiang Lu, Xiwei Liu, Sifan Song et al.2026 · 0 citationsarXiv
A Dual Edge Spatial Jacobian Image Graph for Interpretable Diabetic Retinopathy Grading2606.24168v1 · Inam Ullah, Imran Razzak, Shoaib Jameel2026 · 0 citationsarXiv
RetiSEM: Generalising Causal Models for Fragmented Biomedical Data2606.24488v1 · Inam Ullah, Imran Razzak, Shoaib Jameel2026 · 0 citationsarXiv
Graph-of-Differences: Anatomy-Structured Difference Alignment for Medical Image Re-Identification2606.21368v1 · Nichula Wasalathilaka, Abhijit Das, Imran Razzak et al.2026 · 0 citationsMICCAI 2026
EnTrust: Modeling Inter-Modal Conflict for Trustworthy Multimodal Medical Image Analysis2606.21384v1 · Dwarikanath Mahapatra, Abhijit Das, Behzad Bozorgtabar et al.2026 · 0 citationsarXiv
PROTON: Prototype-Based Test-Time Online OOD Detection for Medical VLMs2606.20913v1 · Abhijit Das, Nichula Wasalathilaka, Yifan Lu et al.2026 · 0 citations29th International Conference on Medical Image Computing and Computer Assisted Intervention 2026
Evaluating LLM Personalization via Semantic Constraint Verification2606.16368v1 · Xuran Li, Guanqin Zhang, Imran Razzak et al.2026 · 0 citationsarXiv
Knowledge Graph Enhanced Memory-Augmented Retrieval for Long Context Modeling2606.14047v1 · Ghadir Alselwi, Basem Suleiman, Hao Xue et al.2026 · 0 citationsarXiv
Mitosis Detection in the Wild: Multi-Tumor and Context-Aware Generalization in the MIDOG 2025 Challenge2606.07368v1 · Marc Aubreville, Jonas Ammeling, Sweta Banerjee et al.2026 · 0 citationsarXiv
MS-DKC: A Dataset Knowledge Card Framework for Designing and Adapting Medical Image Segmentation Models2606.06103v1 · Tariq M. Khan, Syed Saud Naqvi, Thantrira Porntaveetus et al.2026 · 0 citationsarXiv
TriALS: Triphasic-Aided Liver Lesion Segmentation Benchmark in Non-Contrast CT2605.16572v1 · Marawan Elbatel, Mohamed Ghonim, Jiaji Mao et al.2026 · 0 citationsarXiv
DocAtlas: Multilingual Document Understanding Across 80+ Languages2605.12623v2 · Ahmed Heakl, Youssef Mohamed, Abdullah Sohail et al.2026 · 0 citationsarXiv
MAGE: Multi-Agent Self-Evolution with Co-Evolutionary Knowledge Graphs2605.10064v3 · Ruiyi Yang, Zechen Li, Hao Xue et al.2026 · 0 citationsarXiv
Population-scale characterization of the oral microbiome and associations with metabolic health.42106335 · Xue, Haochen, Godneva, Anastasia, Tang, Feilong et al.2026 · 1 citationNature communications. 2026;17(1)
See Fair, Speak Truth: Equitable Attention Improves Grounding and Reduces Hallucination in Vision-Language Alignment2604.09749v1 · Mohammad Anas Azeez, Ankan Deria, Zohaib Hasan Siddiqui et al.2026 · 0 citationsarXiv
CoME-VL: Scaling Complementary Multi-Encoder Vision-Language Learning2604.03231v1 · Ankan Deria, Komal Kumar, Xilin He et al.2026 · 0 citationsarXiv
SAGE: Sustainable Agent-Guided Expert-tuning for Culturally Attuned Translation in Low-Resource Southeast Asia2603.19931v1 · Zhixiang Lu, Chong Zhang, Yulong Li et al.2026 · 0 citationsarXiv
TuLaBM: Tumor-Biased Latent Bridge Matching for Contrast-Enhanced MRI Synthesis2603.19386v1 · Atharva Rege, Adinath Madhavrao Dukre, Numan Balci et al.2026 · 0 citationsarXiv
VGS-Decoding: Visual Grounding Score Guided Decoding for Hallucination Mitigation in Medical VLMs2603.20314v1 · Govinda Kolli, Adinath Madhavrao Dukre, Behzad Bozorgtabar et al.2026 · 0 citationsarXiv
DeLo: Dual Decomposed Low-Rank Experts Collaboration for Continual Missing Modality Learning2603.01632v1 · Xiwei Liu, Yulong Li, Feilong Tang et al.2026 · 0 citationsarXiv
ClinCoT: Clinical-Aware Visual Chain-of-Thought for Medical Vision Language Models2603.01124v1 · Xiwei Liu, Yulong Li, Xinlin Zhuang et al.2026 · 0 citationsarXiv
Advancing Metaverse-Based Healthcare With Multimodal Neuroimaging Fusion via Multi-Task Adversarial Variational Autoencoder for Brain Age Estimation.40030298 · Usman, Muhammad, Rehman, Azka, Shahid, Abdullah et al.2026 · 4 citationsIEEE journal of biomedical and health informatics. 2026;30(3):1867-1875
CMSA-Net: Causal Multi-scale Aggregation with Adaptive Multi-source Reference for Video Polyp Segmentation2602.22821v1 · Tong Wang, Yaolei Qi, Siwen Wang et al.2026 · 0 citationsarXiv
Mitigating Preference Leakage via Strict Estimator Separation for Normative Generative Ranking2602.20800v2 · Dalia Nahhas, Xiaohao Cai, Imran Razzak et al.2026 · 0 citationsarXiv
DoAtlas-1: A Causal Compilation Paradigm for Clinical AI2602.19158v1 · Yulong Li, Jianxu Chen, Xiwei Liu et al.2026 · 0 citationsarXiv
LATA: Laplacian-Assisted Transductive Adaptation for Conformal Uncertainty in Medical VLMs2602.17535v1 · Behzad Bozorgtabar, Dwarikanath Mahapatra, Sudipta Roy et al.2026 · 0 citationsarXiv
Exploring the Influence of Lifestyle, Social Health, and Demographic Factors on Psychological Well-being and Engagement Levels10.64898/2026.02.09.26345884v1 · Arun Menon, N., Islam, M. R., Bouadjenek, M. R. et al.2026 · 0 citationsmedRxiv
MedMO: Grounding and Understanding Multimodal Large Language Model for Medical Images2602.06965v2 · Ankan Deria, Komal Kumar, Adinath Madhavrao Dukre et al.2026 · 0 citationsarXiv
Two-Stage Self-Supervised Contrastive Learning Aided Transformer for Real-Time Medical Image Segmentation.38090821 · Qayyum, Abdul, Razzak, Imran, Mazher, Moona et al.2023 · 15 citationsIEEE journal of biomedical and health informatics. 2023;PP
CALM: Culturally Self-Aware Language Models2601.03483v1 · Lingzhi Shen, Xiaohao Cai, Yunfei Long et al.2026 · 1 citationarXiv
SAM-Aware Test-Time Adaptation for Universal Medical Image Segmentation.42747930 · Wu, Jianghao, Wu, Yicheng, Xie, Yutong et al.2026 · 2 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2026;35:10745-10756
PRISM: A Personality-Driven Multi-Agent Framework for Social Media Simulation2512.19933v1 · Zhixiang Lu, Xueyuan Deng, Yiran Liu et al.2025 · 0 citationsarXiv
GatorSC: Multi-Scale Cell and Gene Graphs with Mixture-of-Experts Fusion for Single-Cell Transcriptomics.41409156 · Liu, Yuxi, Zhang, Zhenhao, Qiu, Mufan et al.2026 · 1 citationbioRxiv : the preprint server for biology. 2025
SelfAI: A self-directed framework for long-horizon scientific discovery2512.00403v2 · Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng et al.2025 · 0 citationsarXiv
Electric Vehicle Charging Load Modeling: A Survey, Trends, Challenges and Opportunities2511.03741v1 · Xiachong Lin, Arian Prabowo, Imran Razzak et al.2025 · 0 citationsarXiv
Career total: at least 501 works. 181 are in this corpus.Showing the 50 most recent.
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