| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-29 | Sparse Covariance Neural Networks | Andrea Cavalloet.al | paper | - | - |
| 2025-9-29 | Causal-Adapter: Taming Text-to-Image Diffusion for Faithful Counterfactual Generation | Lei Tonget.al | paper | - | - |
| 2025-9-29 | InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning | Ji Zhanget.al | paper | - | - |
| 2025-9-29 | Toward Causal-Visual Programming: Enhancing Agentic Reasoning in Low-Code Environments | Jiexi Xuet.al | paper | - | - |
| 2025-9-28 | The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning | Wenqian Yeet.al | paper | code | <summary>detail</summary>Version 3 with Major Revision |
| 2025-9-28 | Safety Mirage: How Spurious Correlations Undermine VLM Safety Fine-Tuning and Can Be Mitigated by Machine Unlearning | Yiwei Chenet.al | paper | - | - |
| 2025-9-28 | Does Weak-to-strong Generalization Happen under Spurious Correlations? | Chenruo Liuet.al | paper | - | - |
| 2025-9-28 | GroupCoOp: Group-robust Fine-tuning via Group Prompt Learning | Nayeong Kimet.al | paper | - | <summary>detail</summary>This paper was first submitted to NeurIPS 2024 in May 2024 |
| 2025-9-27 | Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence | Yuqiao Menget.al | paper | - | - |
| 2025-9-27 | Causally-Enhanced Reinforcement Policy Optimization | Xiangqi Wanget.al | paper | - | - |
| 2025-9-26 | Self-alignment of Large Video Language Models with Refined Regularized Preference Optimization | Pritam Sarkaret.al | paper | - | <summary>detail</summary>NeurIPS 2025 |
| 2025-9-26 | Counterfactual Visual Explanation via Causally-Guided Adversarial Steering | Yiran Qiaoet.al | paper | - | - |
| 2025-9-26 | Explaining multimodal LLMs via intra-modal token interactions | Jiawei Lianget.al | paper | - | - |
| 2025-9-26 | Transfer Learning under Group-Label Shift: A Semiparametric Exponential Tilting Approach | Manli Chenget.al | paper | - | - |
| 2025-9-26 | Towards a more realistic evaluation of machine learning models for bearing fault diagnosis | João Paulo Vieiraet.al | paper | - | <summary>detail</summary>Submitted to Mechanical Systems and Signal Processing |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | FlowCast-ODE: Continuous Hourly Weather Forecasting with Dynamic Flow Matching and ODE Solver | Shuangshuang Heet.al | paper | - | - |
| 2025-9-30 | Mapping beyond diseases: Controlled variable selection for secondary phenotypes using tilted knockoffs | Qian Zhaoet.al | paper | - | - |
| 2025-9-30 | Decoupled Classifier-Free Guidance for Counterfactual Diffusion Models | Tian Xiaet.al | paper | - | - |
| 2025-9-30 | RE-Searcher: Robust Agentic Search with Goal-oriented Planning and Self-reflection | Daocheng Fuet.al | paper | - | - |
| 2025-9-30 | SGS: Segmentation-Guided Scoring for Global Scene Inconsistencies | Gagandeep Singhet.al | paper | code | - |
| 2025-9-30 | Causally Guided Gaussian Perturbations for Out-Of-Distribution Generalization in Medical Imaging | Haoran Peiet.al | paper | - | - |
| 2025-9-30 | Boosting Process-Correct CoT Reasoning by Modeling Solvability of Multiple-Choice QA | Raphael Schumannet.al | paper | - | - |
| 2025-9-30 | Characterization and Learning of Causal Graphs with Latent Confounders and Post-treatment Selection from Interventional Data | Gongxu Luoet.al | paper | - | - |
| 2025-9-29 | A bound-preserving multinumerics scheme for steady-state convection-diffusion equations | Maurice S. Fabienet.al | paper | - | - |
| 2025-9-29 | Contrastive Representations for Temporal Reasoning | Alicja Ziarkoet.al | paper | code | <summary>detail</summary>NeurIPS 2025 |
| 2025-9-29 | Overcoming Over-Fitting in Constraint Acquisition via Query-Driven Interactive Refinement | Vasileios Balafaset.al | paper | - | <summary>detail</summary>Preprint |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-26 | Single-weight Model Editing for Post-hoc Spurious Correlation Neutralization | Shahin Hakemiet.al | paper | - | - |
| 2025-9-23 | Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable | Ruoxin Chenet.al | paper | code | <summary>detail</summary>NeurIPS2025 Spotlight |
| 2025-9-4 | WASP: A Weight-Space Approach to Detecting Learned Spuriousness | Cristian Daniel Păduraruet.al | paper | - | <summary>detail</summary>under review |
| 2025-9-3 | EmbedOR: Provable Cluster-Preserving Visualizations with Curvature-Based Stochastic Neighbor Embeddings | Tristan Luca Saidiet.al | paper | - | - |
| 2025-8-27 | Training with Explanations Alone: A New Paradigm to Prevent Shortcut Learning | Pedro R. A. S. Bassiet.al | paper | - | - |
| 2025-7-15 | The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter | Samuel J. Bellet.al | paper | - | - |
| 2025-6-17 | ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models | Guangtao Zhenget.al | paper | - | <summary>detail</summary>IJCAI 2025 |
| 2025-6-14 | Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models | Tianjie Juet.al | paper | code | <summary>detail</summary>ICML 2025 |
| 2025-6-12 | Attuned to Change: Causal Fine-Tuning under Latent-Confounded Shifts | Jialin Yuet.al | paper | - | - |
| 2025-5-27 | Full LTL Synthesis over Infinite-state Arenas | Shaun Azzopardiet.al | paper | - | <summary>detail</summary>Extended version of identically-titled paper to be published in the proceedings of CAV 2025 |
| 2025-5-19 | Controlled Training Data Generation with Diffusion Models | Teresa Yeoet.al | paper | code | <summary>detail</summary>Project page at https://adversarial-prompts |
| 2025-5-8 | Assessing Robustness to Spurious Correlations in Post-Training Language Models | Julia Shuiehet.al | paper | - | <summary>detail</summary>ICLR ‘25 Workshop on Spurious Correlation and Shortcut Learning |
| 2025-5-2 | Improving Group Fairness in Knowledge Distillation via Laplace Approximation of Early Exits | Edvin Fasthet.al | paper | - | - |
| 2025-4-13 | Selective Query-guided Debiasing for Video Corpus Moment Retrieval | Sunjae Yoonet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | MUSE-Explainer: Counterfactual Explanations for Symbolic Music Graph Classification Models | Baptiste Hilaireet.al | paper | - | <summary>detail</summary>the 17th International Symposium on Computer Music Multidisciplinary Research (CMMR) 2025 |
| 2025-9-20 | Looking in the mirror: A faithful counterfactual explanation method for interpreting deep image classification models | Townim Faisal Chowdhuryet.al | paper | - | <summary>detail</summary>IEEE/CVF International Conference on Computer Vision (ICCV) |
| 2025-9-7 | Imagining Alternatives: Towards High-Resolution 3D Counterfactual Medical Image Generation via Language Guidance | Mohamed Mohamedet.al | paper | - | - |
| 2025-8-24 | Explainable AI (XAI) for Arrhythmia detection from electrocardiograms | Joschka Becket.al | paper | - | - |
| 2025-8-7 | Understanding Large Language Model Behaviors through Interactive Counterfactual Generation and Analysis | Furui Chenget.al | paper | - | <summary>detail</summary>ACM Class:I |
| 2025-8-6 | DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification | Saifullah Saifullahet.al | paper | - | - |
| 2025-7-22 | AURA: A Multi-Modal Medical Agent for Understanding, Reasoning & Annotation | Nima Fathiet.al | paper | - | - |
| 2025-7-11 | MI CAM: Mutual Information Weighted Activation Mapping for Causal Visual Explanations of Convolutional Neural Networks | Ram S Iyeret.al | paper | code | - |
| 2025-6-30 | HalCECE: A Framework for Explainable Hallucination Detection through Conceptual Counterfactuals in Image Captioning | Maria Lymperaiouet.al | paper | - | <summary>detail</summary>Journal ref:The World Conference on eXplainable Artificial Intelligence (XAI) 2025 |
| 2025-6-17 | Towards Desiderata-Driven Design of Visual Counterfactual Explainers | Sidney Benderet.al | paper | - | - |
| 2025-6-4 | Towards generating more interpretable counterfactuals via concept vectors: a preliminary study on chest X-rays | Bulat Maksudovet.al | paper | - | - |
| 2025-5-16 | Analysis of Customer Journeys Using Prototype Detection and Counterfactual Explanations for Sequential Data | Keita Kinjoet.al | paper | - | - |
| 2025-4-12 | From Visual Explanations to Counterfactual Explanations with Latent Diffusion | Tung Luuet.al | paper | - | <summary>detail</summary>2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) |
| 2025-4-7 | Explaining Low Perception Model Competency with High-Competency Counterfactuals | Sara Pohlandet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-29 | Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts | Michal Golovanevskyet.al | paper | - | - |
| 2025-7-23 | NeuralDB: Scaling Knowledge Editing in LLMs to 100,000 Facts with Neural KV Database | Weizhi Feiet.al | paper | - | - |
| 2025-7-13 | An Exploration of Knowledge Editing for Arabic | Basel Mousiet.al | paper | - | - |
| 2025-6-8 | MrM: Black-Box Membership Inference Attacks against Multimodal RAG Systems | Peiru Yanget.al | paper | - | - |
| 2025-5-31 | BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning | Ercong Nieet.al | paper | code | <summary>detail</summary>ACL 2025 |
| 2025-5-29 | A Reality Check on Context Utilisation for Retrieval-Augmented Generation | Lovisa Hagströmet.al | paper | - | <summary>detail</summary>ACL 2025 |
| 2025-5-24 | REACT: Representation Extraction And Controllable Tuning to Overcome Overfitting in LLM Knowledge Editing | Haitian Zhonget.al | paper | - | - |
| 2025-5-23 | Model Editing with Graph-Based External Memory | Yash Kumar Atriet.al | paper | - | - |
| 2025-5-21 | Keys to Robust Edits: from Theoretical Insights to Practical Advances | Jianhao Yanet.al | paper | code | <summary>detail</summary>ACL 2025 Main Conference |
| 2025-5-19 | Walking the Tightrope: Disentangling Beneficial and Detrimental Drifts in Non-Stationary Custom-Tuning | Xiaoyu Yanget.al | paper | - | - |
| 2025-2-27 | Disentangling Feature Structure: A Mathematically Provable Two-Stage Training Dynamics in Transformers | Zixuan Gonget.al | paper | - | - |
| 2025-2-19 | CoME: An Unlearning-based Approach to Conflict-free Model Editing | Dahyun Junget.al | paper | - | <summary>detail</summary>NAACL 2025 main conference |
| 2025-2-16 | SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering | Xiaopeng Liet.al | paper | code | <summary>detail</summary>AAAI25 |
| 2024-12-4 | Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization | Phillip Guoet.al | paper | - | - |
| 2024-10-11 | Untying the Reversal Curse via Bidirectional Language Model Editing | Jun-Yu Maet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | CSnake: Detecting Self-Sustaining Cascading Failure via Causal Stitching of Fault Propagations | Shangshu Qianet.al | paper | - | <summary>detail</summary>Accepted by EuroSys 2026 |
| 2025-9-30 | ACE: Adapting sampling for Counterfactual Explanations | Margarita A. Guerreroet.al | paper | - | - |
| 2025-9-30 | Collective Counterfactual Explanations: Balancing Individual Goals and Collective Dynamics | Ahmad-Reza Ehyaeiet.al | paper | - | - |
| 2025-9-29 | MuPlon: Multi-Path Causal Optimization for Claim Verification through Controlling Confounding | Hanghui Guoet.al | paper | - | - |
| 2025-9-29 | Quadratic Programming Approach for Nash Equilibrium Computation in Multiplayer Imperfect-Information Games | Sam Ganzfriedet.al | paper | - | - |
| 2025-9-29 | Resisting Contextual Interference in RAG via Parametric-Knowledge Reinforcement | Chenyu Linet.al | paper | code | - |
| 2025-9-29 | Combining an experimental study with external data: study designs and identification strategies | Lawson Unget.al | paper | - | <summary>detail</summary>This is an update of the original submission |
| 2025-9-29 | How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit Misinformation | Ruohao Guoet.al | paper | - | <summary>detail</summary>EMNLP 2025 main conference |
| 2025-9-29 | Calibrated Counterfactual Conformal Fairness ($C^3F$): Post-hoc, Shift-Aware Coverage Parity via Conformal Prediction and Counterfactual Regularization | Faruk Alpayet.al | paper | - | - |
| 2025-9-29 | Segmentor-Guided Counterfactual Fine-Tuning for Image Synthesis | Tian Xiaet.al | paper | code | <summary>detail</summary>MICCAI 2025 |
| 2025-9-29 | Evaluating Spatiotemporal Consistency in Automatically Generated Sewing Instructions | Luisa Geigeret.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-21 | GRADIEND: Feature Learning within Neural Networks Exemplified through Biases | Jonathan Drechselet.al | paper | - | - |
| 2025-9-18 | Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge | Zhuo Liuet.al | paper | code | <summary>detail</summary>Under review |
| 2025-9-5 | FairReason: Balancing Reasoning and Social Bias in MLLMs | Zhenyu Panet.al | paper | - | <summary>detail</summary>the Trustworthy FMs workshop in ICCV 2025 |
| 2025-9-1 | Uncertainty Quantification for Ranking with Heterogeneous Preferences | Jianqing Fanet.al | paper | - | - |
| 2025-8-14 | DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender System | Wencai Yeet.al | paper | - | <summary>detail</summary>Accepted by CIKM 2025 |
| 2025-8-10 | Multi-Treatment-DML: Causal Estimation for Multi-Dimensional Continuous Treatments with Monotonicity Constraints in Personal Loan Risk Optimization | Kexin Zhaoet.al | paper | - | - |
| 2025-8-9 | A Comparative Study of Feature Selection in Tsetlin Machines | Vojtech Halenkaet.al | paper | - | <summary>detail</summary>submitted to SGAI-2025: The 45th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence |
| 2025-8-5 | Potential Score Matching: Debiasing Molecular Structure Sampling with Potential Energy Guidance | Liya Guoet.al | paper | - | - |
| 2025-7-25 | Learning Causally Predictable Outcomes from Psychiatric Longitudinal Data | Eric V. Stroblet.al | paper | - | <summary>detail</summary>R code is available at github |
| 2025-7-16 | Targeted Deep Architectures: A TMLE-Based Framework for Robust Causal Inference in Neural Networks | Yi Liet.al | paper | - | - |
| 2025-7-11 | PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection | Mahdiyar Molahasaniet.al | paper | code | <summary>detail</summary>ICCV 2025 |
| 2025-6-8 | Correcting for Position Bias in Learning to Rank: A Control Function Approach | Md Aminul Islamet.al | paper | - | - |
| 2025-6-5 | EMO-Debias: Benchmarking Gender Debiasing Techniques in Multi-Label Speech Emotion Recognition | Yi-Cheng Linet.al | paper | - | - |
| 2025-6-4 | Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing | Massimiliano Ciranniet.al | paper | - | <summary>detail</summary>18 Pages |
| 2025-6-3 | Visualization for interactively adjusting the de-bias effect of word embedding | Arisa Suginoet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-29 | Mitigating Biases in Language Models via Bias Unlearning | Dianqing Liuet.al | paper | - | <summary>detail</summary>EMNLP 2025 MainConference |
| 2025-9-29 | Optimal Nuisance Function Tuning for Estimating a Doubly Robust Functional under Proportional Asymptotics | Sean McGrathet.al | paper | - | - |
| 2025-9-29 | GESA: Graph-Enhanced Semantic Allocation for Generalized, Fair, and Explainable Candidate-Role Matching | Rishi Ashish Shahet.al | paper | - | - |
| 2025-9-29 | NAIPv2: Debiased Pairwise Learning for Efficient Paper Quality Estimation | Penghai Zhaoet.al | paper | code | <summary>detail</summary>NAIPv2 complements our earlier work NAIPv1 (arXiv:2408 |
| 2025-9-29 | Overlap-Adaptive Regularization for Conditional Average Treatment Effect Estimation | Valentyn Melnychuket.al | paper | - | - |
| 2025-9-29 | Beyond Genre: Diagnosing Bias in Music Embeddings Using Concept Activation Vectors | Roman B. Gebhardtet.al | paper | - | <summary>detail</summary>ISMIR 2025 |
| 2025-9-29 | Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset | Taisei Yamamotoet.al | paper | - | <summary>detail</summary>EMNLP 2025 main |
| 2025-9-28 | Semantic-guided Diverse Decoding for Large Language Model | Weijie Shiet.al | paper | - | - |
| 2025-9-28 | Two-Stage Nuisance Function Estimation for Causal Mediation Analysis | Chang Liuet.al | paper | - | - |
| 2025-9-28 | FairViT-GAN: A Hybrid Vision Transformer with Adversarial Debiasing for Fair and Explainable Facial Beauty Prediction | Djamel Eddine Boukhariet.al | paper | - | - |
| 2025-9-28 | Open-DeBias: Toward Mitigating Open-Set Bias in Language Models | Arti Raniet.al | paper | code | - |
| 2025-9-28 | LightFair: Towards an Efficient Alternative for Fair T2I Diffusion via Debiasing Pre-trained Text Encoders | Boyu Hanet.al | paper | code | - |
| 2025-9-27 | Debiasing the Influence of Demographic and Appearance Cues in Social Engineering via Role-Taking: Negative Results | Tourjana Islam Suptiet.al | paper | - | <summary>detail</summary>31 Pages |
| 2025-9-27 | CREPE: Controlling Diffusion with Replica Exchange | Jiajun Heet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-7 | Treatment effect extrapolation in the presence of unmeasured confounding | Stephanie Rileyet.al | paper | - | - |
| 2025-8-23 | Boosting Temporal Sentence Grounding via Causal Inference | Kefan Tanget.al | paper | code | <summary>detail</summary>Accepted by ACM MM 2025 |
| 2025-8-22 | Text Takes Over: A Study of Modality Bias in Multimodal Intent Detection | Ankan Mullicket.al | paper | - | <summary>detail</summary>EMNLP 2025 Main Conference Full Paper |
| 2025-8-21 | The Devil is in the EOS: Sequence Training for Detailed Image Captioning | Abdelrahman Mohamedet.al | paper | - | <summary>detail</summary>COLM 2025 |
| 2025-8-14 | Debiasing Multimodal Large Language Models via Penalization of Language Priors | YiFan Zhanget.al | paper | - | - |
| 2025-8-13 | Shifting Perspectives: Steering Vectors for Robust Bias Mitigation in LLMs | Zara Siddiqueet.al | paper | - | <summary>detail</summary>Submitted to AACL 2025 |
| 2025-8-8 | LLMDistill4Ads: Using Cross-Encoders to Distill from LLM Signals for Advertiser Keyphrase Recommendations at eBay | Soumik Deyet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-19 | TinyEcoWeedNet: Edge Efficient Real-Time Aerial Agricultural Weed Detection | Omar H. Khateret.al | paper | - | - |
| 2025-6-10 | FastFLUX: Pruning FLUX with Block-wise Replacement and Sandwich Training | Fuhan Caiet.al | paper | - | - |
| 2025-4-18 | One Jump Is All You Need: Short-Cutting Transformers for Early Exit Prediction with One Jump to Fit All Exit Levels | Amrit Diggavi Seshadriet.al | paper | - | - |
| 2025-4-1 | Bi-Grid Reconstruction for Image Anomaly Detection | Huichuan Huanget.al | paper | - | - |
| 2025-3-28 | Omni-AD: Learning to Reconstruct Global and Local Features for Multi-class Anomaly Detection | Jiajie Quanet.al | paper | code | - |
| 2025-1-5 | PTEENet: Post-Trained Early-Exit Neural Networks Augmentation for Inference Cost Optimization | Assaf Lahianyet.al | paper | - | <summary>detail</summary>Journal ref:in IEEE Access |
| 2024-12-26 | Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models | Ziqiao Maet.al | paper | code | <summary>detail</summary>EMNLP 2023 (Findings) |
| 2024-12-19 | Progressive Fine-to-Coarse Reconstruction for Accurate Low-Bit Post-Training Quantization in Vision Transformers | Rui Dinget.al | paper | - | - |
| 2024-12-2 | Demystify Mamba in Vision: A Linear Attention Perspective | Dongchen Hanet.al | paper | code | <summary>detail</summary>NeurIPS 2024 |
| 2024-11-22 | Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets | Tianxiao Zhanget.al | paper | code | - |
| 2024-10-23 | Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Baoyu Jinget.al | paper | - | <summary>detail</summary>Accepted by CIKM’2024 |
| 2024-10-3 | Normalized Narrow Jump To Conclusions: Normalized Narrow Shortcuts for Parameter Efficient Early Exit Transformer Prediction | Amrit Diggavi Seshadriet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-29 | Mitigating Visual Hallucinations via Semantic Curriculum Preference Optimization in MLLMs | Yuanshuai Liet.al | paper | - | - |
| 2025-9-29 | Deepfake Detection that Generalizes Across Benchmarks | Andrii Yermakovet.al | paper | - | - |
| 2025-9-27 | ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding | Jialiang Kanget.al | paper | code | <summary>detail</summary>NeurIPS 2025 |
| 2025-9-23 | Debugging Concept Bottleneck Models through Removal and Retraining | Eric Enouenet.al | paper | - | - |
| 2025-9-16 | Spiking Vocos: An Energy-Efficient Neural Vocoder | Yukun Chenet.al | paper | code | - |
| 2025-9-10 | RoentMod: A Synthetic Chest X-Ray Modification Model to Identify and Correct Image Interpretation Model Shortcuts | Lauren H. Cookeet.al | paper | - | - |
| 2025-9-9 | MedicalPatchNet: A Patch-Based Self-Explainable AI Architecture for Chest X-ray Classification | Patrick Wienholtet.al | paper | code | - |
| 2025-9-3 | Multi Attribute Bias Mitigation via Representation Learning | Rajeev Ranjan Dwivediet.al | paper | code | <summary>detail</summary>ECAI 2025 (28th European Conference on Artificial Intelligence) |
| 2025-8-27 | Self-Rewarding Vision-Language Model via Reasoning Decomposition | Zongxia Liet.al | paper | - | - |
| 2025-8-26 | Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning | Songtao Jianget.al | paper | - | - |
| 2025-8-6 | Disentangling Bias by Modeling Intra- and Inter-modal Causal Attention for Multimodal Sentiment Analysis | Menghua Jianget.al | paper | - | - |
| 2025-7-29 | Predict Patient Self-reported Race from Skin Histological Images | Shengjia Chenet.al | paper | code | <summary>detail</summary>the MICCAI Workshop on Fairness of AI in Medical Imaging (FAIMI) |
| 2025-7-16 | Wavelet-based Decoupling Framework for low-light Stereo Image Enhancement | Shuangli Duet.al | paper | code | - |
| 2025-7-10 | Rethinking Query-based Transformer for Continual Image Segmentation | Yuchen Zhuet.al | paper | code | <summary>detail</summary>This work is accepted by CVPR 2025 |
| 2025-7-10 | SURPRISE3D: A Dataset for Spatial Understanding and Reasoning in Complex 3D Scenes | Jiaxin Huanget.al | paper | code | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | UniMMAD: Unified Multi-Modal and Multi-Class Anomaly Detection via MoE-Driven Feature Decompression | Yuan Zhaoet.al | paper | code | <summary>detail</summary>manuscript |
| 2025-9-29 | VITA: Zero-Shot Value Functions via Test-Time Adaptation of Vision-Language Models | Christos Ziakaset.al | paper | - | - |
| 2025-9-29 | Sometimes I am a Tree: Data Drives Unstable Hierarchical Generalization | Tian Qinet.al | paper | - | <summary>detail</summary>EMNLP 2025 Camera Ready |
| 2025-9-29 | Fidelity-Aware Data Composition for Robust Robot Generalization | Zizhao Tonget.al | paper | - | - |
| 2025-9-29 | Training Agents Inside of Scalable World Models | Danijar Hafneret.al | paper | code | <summary>detail</summary>Website: https://danijar |
| 2025-9-28 | R-Capsule: Compressing High-Level Plans for Efficient Large Language Model Reasoning | Hongyu Shanet.al | paper | code | - |
| 2025-9-28 | Reasoning or Retrieval? A Study of Answer Attribution on Large Reasoning Models | Yuhui Wanget.al | paper | - | - |
| 2025-9-27 | ZeroSiam: An Efficient Siamese for Test-Time Entropy Optimization without Collapse | Guohao Chenet.al | paper | - | - |
| 2025-9-26 | The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner | Zhouqi Huaet.al | paper | - | - |
| 2025-9-25 | Towards Minimal Causal Representations for Human Multimodal Language Understanding | Menghua Jianget.al | paper | - | - |
| 2025-9-25 | Shortcut Flow Matching for Speech Enhancement: Step-Invariant flows via single stage training | Naisong Zhouet.al | paper | - | - |
| 2025-9-23 | Revisiting Performance Claims for Chest X-Ray Models Using Clinical Context | Andrew Wanget.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | The Silent Judge: Unacknowledged Shortcut Bias in LLM-as-a-Judge | Arash Marioriyadet.al | paper | - | <summary>detail</summary>9 Pages |
| 2025-9-30 | Unspoken Hints: Accuracy Without Acknowledgement in LLM Reasoning | Arash Marioriyadet.al | paper | - | <summary>detail</summary>5 Pages |
| 2025-9-29 | Seeing Before Reasoning: A Unified Framework for Generalizable and Explainable Fake Image Detection | Kaiqing Linet.al | paper | - | - |
| 2025-9-29 | FlashI2V: Fourier-Guided Latent Shifting Prevents Conditional Image Leakage in Image-to-Video Generation | Yunyang Geet.al | paper | code | - |
| 2025-9-27 | Audio-centric Video Understanding Benchmark without Text Shortcut | Yudong Yanget.al | paper | code | <summary>detail</summary>Accepted for publication in the Proceedings of EMNLP 2025 (Main Conference) |
| 2025-9-27 | Seeing Symbols, Missing Cultures: Probing Vision-Language Models’ Reasoning on Fire Imagery and Cultural Meaning | Haorui Yuet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | Fairness Testing in Retrieval-Augmented Generation: How Small Perturbations Reveal Bias in Small Language Models | Matheus Vinicius da Silva de Oliveiraet.al | paper | - | - |
| 2025-9-30 | Efficient Approximation Algorithms for Fair Influence Maximization under Maximin Constraint | Xiaobin Ruiet.al | paper | - | - |
| 2025-9-30 | DeepProv: Behavioral Characterization and Repair of Neural Networks via Inference Provenance Graph Analysis | Firas Ben Hmidaet.al | paper | - | - |
| 2025-9-30 | FeDa4Fair: Client-Level Federated Datasets for Fairness Evaluation | Xenia Heilmannet.al | paper | - | - |
| 2025-9-30 | A systematic comparison of Large Language Models for automated assignment assessment in programming education: Exploring the importance of architecture and vendor | Marcin Jukiewiczet.al | paper | - | - |
| 2025-9-30 | Mind the Gap: A Review of Arabic Post-Training Datasets and Their Limitations | Mohammed Alkhowaiteret.al | paper | - | - |
| 2025-9-30 | The Grammar of FAIR: A Granular Architecture of Semantic Units for FAIR Semantics, Inspired by Biology and Linguistics | Lars Vogtet.al | paper | - | - |
| 2025-9-30 | Institutional Policy Pathways for Supporting Research Software: Global Trends and Local Practices | Michelle Barkeret.al | paper | - | - |
| 2025-9-30 | AudioTrust: Benchmarking the Multifaceted Trustworthiness of Audio Large Language Models | Kai Liet.al | paper | code | <summary>detail</summary>Technical Report |
| 2025-9-30 | Tuning the Tuner: Introducing Hyperparameter Optimization for Auto-Tuning | Floris-Jan Willemsenet.al | paper | - | - |
| 2025-9-30 | Wasserstein Distributionally Robust Optimization Through the Lens of Structural Causal Models and Individual Fairness | Ahmad-Reza Ehyaeiet.al | paper | - | - |
| 2025-9-30 | From Fragile to Certified: Wasserstein Audits of Group Fairness Under Distribution Shift | Ahmad-Reza Ehyaeiet.al | paper | - | - |
| 2025-9-30 | Beyond Overall Accuracy: Pose- and Occlusion-driven Fairness Analysis in Pedestrian Detection for Autonomous Driving | Mohammad Khoshkdahanet.al | paper | - | <summary>detail</summary>\c{opyright} 2025 IEEE |
| 2025-9-30 | A Multi-Language Object-Oriented Programming Benchmark for Large Language Models | Shuai Wanget.al | paper | code | - |
| 2025-9-30 | From Competition to Centralization: The Oligopoly in Ethereum Block Building Auctions | Fei Wuet.al | paper | - | <summary>detail</summary>Accepted by ECAI 2025 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-9-30 | Ascent Fails to Forget | Ioannis Mavrothalassitiset.al | paper | - | <summary>detail</summary>NeurIPS 2025 |
| 2025-9-30 | Scalable and Robust LLM Unlearning by Correcting Responses with Retrieved Exclusions | Junbeom Kimet.al | paper | - | <summary>detail</summary>ACM Class:I |
| 2025-9-29 | Rotation Control Unlearning: Quantifying and Controlling Continuous Unlearning for LLM with The Cognitive Rotation Space | Xiang Zhanget.al | paper | - | - |
| 2025-9-29 | SMS: Self-supervised Model Seeding for Verification of Machine Unlearning | Weiqi Wanget.al | paper | - | - |
| 2025-9-29 | Fast Exact Unlearning for In-Context Learning Data for LLMs | Andrei I. Muresanuet.al | paper | - | - |
| 2025-9-28 | Stable Forgetting: Bounded Parameter-Efficient Unlearning in LLMs | Arpit Garget.al | paper | - | <summary>detail</summary>In Submission |
| 2025-9-28 | Unlearning Isn’t Invisible: Detecting Unlearning Traces in LLMs from Model Outputs | Yiwei Chenet.al | paper | - | - |
| 2025-9-28 | Preserving Cross-Modal Stability for Visual Unlearning in Multimodal Scenarios | Jinghan Xu Yuyang Zhang Qixuan Cai Jiancheng Chen Keqiu Liet.al | paper | - | - |
| 2025-9-27 | Dual-Space Smoothness for Robust and Balanced LLM Unlearning | Han Yanet.al | paper | - | <summary>detail</summary>A unified framework that enforces dual-space smoothness in representation and parameter spaces to improve robustness and balance unlearning metrics |
| 2025-9-27 | Model Collapse Is Not a Bug but a Feature in Machine Unlearning for LLMs | Yan Scholtenet.al | paper | code | - |
| 2025-9-26 | OFMU: Optimization-Driven Framework for Machine Unlearning | Sadia Asifet.al | paper | - | <summary>detail</summary>Under review at ICLR 2026 |
| 2025-9-25 | A Unified Framework for Diffusion Model Unlearning with f-Divergence | Nicola Novelloet.al | paper | - | - |
| 2025-9-24 | Langevin Unlearning: A New Perspective of Noisy Gradient Descent for Machine Unlearning | Eli Chienet.al | paper | - | <summary>detail</summary>NeurIPS 2024 Spotlight |
| 2025-9-24 | SafeEraser: Enhancing Safety in Multimodal Large Language Models through Multimodal Machine Unlearning | Junkai Chenet.al | paper | - | - |