- spurious correlation
- spurious
- spurious*
- visual counterfactual explanation
- counterfact
- counterfact*
- debias learning
- debiasing
- debias
- shortcut&block
- shortcut&mitigate
- shortcut learning
- shortcut
- fairness
- machine unlearning
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-19 | DEPTH: Hallucination-Free Relation Extraction via Dependency-Aware Sentence Simplification and Two-tiered Hierarchical Refinement | Yupei Yanget.al | paper | - | - |
| 2025-8-19 | In-hoc Concept Representations to Regularise Deep Learning in Medical Imaging | Valentina Corbettaet.al | paper | code | - |
| 2025-8-19 | ERIS: An Energy-Guided Feature Disentanglement Framework for Out-of-Distribution Time Series Classification | Xin Wuet.al | paper | - | detailconference |
| 2025-8-17 | CorrSteer: Steering Improves Task Performance and Safety in LLMs through Correlation-based Sparse Autoencoder Feature Selection | Seonglae Choet.al | paper | - | - |
| 2025-8-17 | Synthetic Data is Sufficient for Zero-Shot Visual Generalization from Offline Data | Ahmet H. Güzelet.al | paper | - | detailJournal ref:Journal=Transactions on Machine Learning Research Issue Number: 2835-8856 Year: 2025 |
| 2025-8-15 | Labels or Input? Rethinking Augmentation in Multimodal Hate Detection | Sahajpreet Singhet.al | paper | - | - |
| 2025-8-14 | Out of Distribution, Out of Luck: How Well Can LLMs Trained on Vulnerability Datasets Detect Top 25 CWE Weaknesses? | Yikun Liet.al | paper | - | - |
| 2025-8-12 | One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs | Jacob Dunefskyet.al | paper | code | detailPublished at COLM 2025 |
| 2025-8-11 | Superclass-Guided Representation Disentanglement for Spurious Correlation Mitigation | Chenruo Liuet.al | paper | - | - |
| 2025-8-11 | Mitigating Biases in Surgical Operating Rooms with Geometry | Tony Danjun Wanget.al | paper | - | detailExtended Abstract |
| 2025-8-10 | Causal Negative Sampling via Diffusion Model for Out-of-Distribution Recommendation | Chu Zhaoet.al | paper | - | - |
| 2025-8-10 | Zero-shot Compositional Action Recognition with Neural Logic Constraints | Gefan Yeet.al | paper | - | - |
| 2025-8-9 | Gradient Extrapolation for Debiased Representation Learning | Ihab Asaadet.al | paper | code | detailInternational Conference on Computer Vision |
| 2025-8-9 | TARS: MinMax Token-Adaptive Preference Strategy for MLLM Hallucination Reduction | Kejia Zhanget.al | paper | - | - |
| 2025-8-8 | Rethinking the Bias of Foundation Model under Long-tailed Distribution | Jiahao Chenet.al | paper | code | detailPublished as a conference paper in ICML 2025 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-21 | Visual Autoregressive Modeling for Instruction-Guided Image Editing | Qingyang Maoet.al | paper | code | detailSource codes and models are available at https://github |
| 2025-8-21 | Pairwise or Pointwise? Evaluating Feedback Protocols for Bias in LLM-Based Evaluation | Tuhina Tripathiet.al | paper | - | detailPublished at COLM 2025 |
| 2025-8-21 | A Dynamical Systems Framework for Reinforcement Learning Safety and Robustness Verification | Ahmed Nasiret.al | paper | - | - |
| 2025-8-20 | Diagnosing Memorization in Chain-of-Thought Reasoning, One Token at a Time | Huihan Liet.al | paper | - | - |
| 2025-8-20 | Collab-REC: An LLM-based Agentic Framework for Balancing Recommendations in Tourism | Ashmi Banerjeeet.al | paper | - | - |
| 2025-8-20 | CuMoLoS-MAE: A Masked Autoencoder for Remote Sensing Data Reconstruction | Anurup Naskaret.al | paper | - | - |
| 2025-8-19 | Precision over Noise: Tailoring S3 Public Access Detection to Reduce False Positives in Cloud Security Platforms | Dikshantet.al | paper | - | - |
| 2025-8-19 | Robustly estimating heterogeneity in factorial data using Rashomon Partitions | Aparajithan Venkateswaranet.al | paper | - | - |
| 2025-8-18 | Contrastive Representations for Temporal Reasoning | Alicja Ziarkoet.al | paper | code | detailProject website: https://princeton-rl |
| 2025-8-18 | Design and Analysis of Robust Adaptive Filtering with the Hyperbolic Tangent Exponential Kernel M-Estimator Function for Active Noise Control | Iam Kim de S. Hermontet.al | paper | - | detail12 figures |
| 2025-8-17 | Adversarial Attacks on VQA-NLE: Exposing and Alleviating Inconsistencies in Visual Question Answering Explanations | Yahsin Yehet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-7-15 | The Pragmatic Frames of Spurious Correlations in Machine Learning: Interpreting How and Why They Matter | Samuel J. Bellet.al | paper | - | - |
| 2025-7-14 | Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable | Ruoxin Chenet.al | paper | - | detail12 Pages |
| 2025-6-17 | ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models | Guangtao Zhenget.al | paper | - | detailIJCAI 2025 |
| 2025-6-14 | Watch Out Your Album! On the Inadvertent Privacy Memorization in Multi-Modal Large Language Models | Tianjie Juet.al | paper | code | detailICML 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 | - | detailExtended version of identically-titled paper to be published in the proceedings of CAV 2025 |
| 2025-5-22 | InSpire: Vision-Language-Action Models with Intrinsic Spatial Reasoning | Ji Zhanget.al | paper | code | - |
| 2025-5-19 | Controlled Training Data Generation with Diffusion Models | Teresa Yeoet.al | paper | code | detailProject page at https://adversarial-prompts |
| 2025-5-8 | Assessing Robustness to Spurious Correlations in Post-Training Language Models | Julia Shuiehet.al | paper | - | detailICLR '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 | - | - |
| 2025-4-2 | Disentangling Recognition and Decision Regrets in Image-Based Reinforcement Learning | Alihan Hüyüket.al | paper | - | - |
| 2025-3-26 | A Geometric Notion of Causal Probing | Clément Guerneret.al | paper | - | - |
| 2025-3-12 | Causal-Ex: Causal Graph-based Micro and Macro Expression Spotting | Pei-Sze Tanet.al | paper | - | - |
| 2025-3-7 | Quantifying the Robustness of Retrieval-Augmented Language Models Against Spurious Features in Grounding Data | Shiping Yanget.al | paper | code | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-7 | Understanding Large Language Model Behaviors through Interactive Counterfactual Generation and Analysis | Furui Chenget.al | paper | - | detailACM 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 | - | - |
| 2025-7-13 | Counterfactual Visual Explanation via Causally-Guided Adversarial Steering | Yiran Qiaoet.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 | - | detailJournal 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 | - | detail2025 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 | - | - |
| 2025-3-28 | MASCOTS: Model-Agnostic Symbolic COunterfactual explanations for Time Series | Dawid Płudowskiet.al | paper | - | - |
| 2025-2-5 | Global Counterfactual Directions | Bartlomiej Sobieskiet.al | paper | - | detailECCV 2024 |
| 2025-2-3 | GIFT: A Framework for Global Interpretable Faithful Textual Explanations of Vision Classifiers | Éloi Zablockiet.al | paper | code | - |
| 2025-1-12 | Faithful Counterfactual Visual Explanations (FCVE) | Bismillah Khanet.al | paper | - | detailJournal ref:Knowledge-Based Systems |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 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 | detailACL 2025 |
| 2025-5-29 | A Reality Check on Context Utilisation for Retrieval-Augmented Generation | Lovisa Hagströmet.al | paper | - | detailACL 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 | detailACL 2025 Main Conference |
| 2025-5-21 | Pixels Versus Priors: Controlling Knowledge Priors in Vision-Language Models through Visual Counterfacts | Michal Golovanevskyet.al | paper | - | - |
| 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 | - | detailNAACL 2025 main conference |
| 2025-2-16 | SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering | Xiaopeng Liet.al | paper | code | detailAAAI25 |
| 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 | |
|---|---|---|---|---|---|
| 2025-8-20 | Untangling Sample and Population Level Estimands in Bayesian Causal Inference | Arman Oganisianet.al | paper | - | - |
| 2025-8-20 | An Integrated Target Study and Target Trial Framework to Evaluate Intervention Effects on Disparities | Xinyi Sunet.al | paper | - | - |
| 2025-8-20 | Improving Fairness in Graph Neural Networks via Counterfactual Debiasing | Zengyi Woet.al | paper | - | detailProceedings of the 2024 KDD Workshop |
| 2025-8-20 | Enhancing Temporal Sensitivity of Large Language Model for Recommendation with Counterfactual Tuning | Yutian Liuet.al | paper | code | - |
| 2025-8-20 | Social Debiasing for Fair Multi-modal LLMs | Harry Chenget.al | paper | code | detailProject page: https://github |
| 2025-8-20 | On the notion of missingness for path attribution explainability methods in medical settings: Guiding the selection of medically meaningful baselines | Alexander Geigeret.al | paper | - | - |
| 2025-8-20 | Personalized Counterfactual Framework: Generating Potential Outcomes from Wearable Data | Ajan Subramanianet.al | paper | - | - |
| 2025-8-19 | Organ-Agents: Virtual Human Physiology Simulator via LLMs | Rihao Changet.al | paper | - | - |
| 2025-8-19 | RewardRank: Optimizing True Learning-to-Rank Utility | Gaurav Bhattet.al | paper | code | - |
| 2025-8-19 | Partial Identification of Causal Effects for Endogenous Continuous Treatments | Abhinandan Dalalet.al | paper | - | - |
| 2025-8-19 | Bounding Causal Effects and Counterfactuals | Tobias Maringgeleet.al | paper | - | detailBachelor's thesis |
| 2025-8-19 | Prediction of Hospital Associated Infections During Continuous Hospital Stays | Rituparna Dattaet.al | paper | - | - |
| 2025-8-19 | CALYPSO: Forecasting and Analyzing MRSA Infection Patterns with Community and Healthcare Transmission Dynamics | Rituparna Dattaet.al | paper | - | - |
| 2025-8-18 | CAST: Counterfactual Labels Improve Instruction Following in Vision-Language-Action Models | Catherine Glossopet.al | paper | - | - |
| 2025-8-18 | Monotonic Path-Specific Effects: Application to Estimating Educational Returns | Aleksei Opacicet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-14 | DAS: Dual-Aligned Semantic IDs Empowered Industrial Recommender System | Wencai Yeet.al | paper | - | detailAccepted 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 | - | detailsubmitted 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 | - | - |
| 2025-7-30 | FairReason: Balancing Reasoning and Social Bias in MLLMs | Zhenyu Panet.al | paper | - | - |
| 2025-7-25 | Learning Causally Predictable Outcomes from Psychiatric Longitudinal Data | Eric V. Stroblet.al | paper | - | detailR 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 | detailICCV 2025 |
| 2025-7-3 | ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization | YuXuan Zhanget.al | paper | - | detailPreprint under review |
| 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 | Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge | Zhuo Liuet.al | paper | code | detailUnder review |
| 2025-6-4 | Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing | Massimiliano Ciranniet.al | paper | - | detail18 Pages |
| 2025-6-3 | Visualization for interactively adjusting the de-bias effect of word embedding | Arisa Suginoet.al | paper | - | - |
| 2025-5-26 | Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models | Zhouhao Sunet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-21 | Dynamic clustering for heterophilic stochastic block models with time-varying node memberships | Kevin Z Linet.al | paper | - | - |
| 2025-8-19 | Inference Time Debiasing Concepts in Diffusion Models | Lucas S. Kupssinsküet.al | paper | - | - |
| 2025-8-15 | Deconfounding via Profiled Transfer Learning | Ziyuan Chenet.al | paper | - | - |
| 2025-8-15 | RMSL: Weakly-Supervised Insider Threat Detection with Robust Multi-sphere Learning | Yang Wanget.al | paper | - | - |
| 2025-8-15 | The Roots of International Perceptions: Simulating US Attitude Changes Towards China with LLM Agents | Nicholas Sukienniket.al | paper | - | detailSubmitted to AAAI Social Impact 2026 |
| 2025-8-15 | Mitigating Filter Bubble from the Perspective of Community Detection: A Universal Framework | Ming Tanget.al | paper | - | - |
| 2025-8-14 | Relative Advantage Debiasing for Watch-Time Prediction in Short-Video Recommendation | Emily Liuet.al | paper | - | - |
| 2025-8-14 | Bias is a Math Problem, AI Bias is a Technical Problem: 10-year Literature Review of AI/LLM Bias Research Reveals Narrow [Gender-Centric] Conceptions of 'Bias', and Academia-Industry Gap | Sourojit Ghoshet.al | paper | - | detailUpcoming Publication |
| 2025-8-14 | BiasGym: Fantastic LLM Biases and How to Find (and Remove) Them | Sekh Mainul Islamet.al | paper | - | detailUnder review |
| 2025-8-13 | Analyzing Finetuning Representation Shift for Multimodal LLMs Steering | Pegah Khayatanet.al | paper | code | detailICCV 2025 |
| 2025-8-13 | UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge | Yang Zhanget.al | paper | code | - |
| 2025-8-13 | PAD-F: Prior-Aware Debiasing Framework for Long-Tailed X-ray Prohibited Item Detection | Haoyu Wanget.al | paper | - | - |
| 2025-8-12 | From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text | Ridwan Mahbubet.al | paper | - | - |
| 2025-8-12 | Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision | Ahsan Habib Akashet.al | paper | - | detail3rd Workshop in Data Engineering in Medical Imaging (DEMI) |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-21 | The Devil is in the EOS: Sequence Training for Detailed Image Captioning | Abdelrahman Mohamedet.al | paper | - | detailCOLM 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 | - | detailSubmitted 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 | - | - |
| 2025-8-7 | Debiasing Polynomial and Fourier Regression | Chris Camañoet.al | paper | - | detailMSC Class:65F99ACM Class:G |
| 2025-7-31 | Data Bias in Human Mobility is a Universal Phenomenon but is Highly Location-specific | Katinka den Nijset.al | paper | - | - |
| 2025-7-28 | Model-Agnostic Gender Bias Control for Text-to-Image Generation via Sparse Autoencoder | Chao Wuet.al | paper | - | - |
| 2025-7-24 | Robust Non-adaptive Group Testing under Errors in Group Membership Specifications | Shuvayan Banerjeeet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 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 | - | detailJournal 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 | detailEMNLP 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 | detailNeurIPS 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 | - | detailAccepted 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 | - | - |
| 2024-9-16 | Adaptive Large Language Models By Layerwise Attention Shortcuts | Prateek Vermaet.al | paper | - | - |
| 2024-8-9 | Integrating Loop Acceleration into Bounded Model Checking | Florian Frohnet.al | paper | - | - |
| 2024-8-7 | DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs | Donghyun Kimet.al | paper | code | detailECCV 2024 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-8 | Deepfake Detection that Generalizes Across Benchmarks | Andrii Yermakovet.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 | detailthe 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 | - |
| 2025-7-11 | Neural Concept Verifier: Scaling Prover-Verifier Games via Concept Encodings | Berkant Turanet.al | paper | - | - |
| 2025-7-10 | Rethinking Query-based Transformer for Continual Image Segmentation | Yuchen Zhuet.al | paper | code | detailThis 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 | - |
| 2025-7-7 | Mitigating Shortcut Learning with InterpoLated Learning | Michalis Korakakiset.al | paper | - | detailACL 2025 (Main) |
| 2025-7-3 | GPAS: Accelerating Convergence of LLM Pretraining via Gradient-Preserving Activation Scaling | Tianhao Chenet.al | paper | code | - |
| 2025-6-30 | TurboVSR: Fantastic Video Upscalers and Where to Find Them | Zhongdao Wanget.al | paper | - | detailICCV |
| 2025-6-24 | Model Guidance via Robust Feature Attribution | Mihnea Ghituet.al | paper | code | - |
| 2025-6-22 | Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases | Huanjia Zhuet.al | paper | - | detailIJCAI 2025 |
| 2025-6-21 | SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification | Shuo Yanget.al | paper | - | detailthe International Conference on Machine Learning (ICML) 2025 |
| 2025-6-20 | MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification | David Jacob Drexlinet.al | paper | - | - |
| 2025-6-15 | Rethinking Explainability in the Era of Multimodal AI | Chirag Agarwalet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-20 | Wormhole Dynamics in Deep Neural Networks | Yen-Lung Laiet.al | paper | - | - |
| 2025-8-18 | Checkmate: interpretable and explainable RSVQA is the endgame | Lucrezia Tosatoet.al | paper | - | - |
| 2025-8-14 | Conditional Information Bottleneck for Multimodal Fusion: Overcoming Shortcut Learning in Sarcasm Detection | Yihua Wanget.al | paper | - | - |
| 2025-8-13 | Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models | Anish Narainet.al | paper | - | - |
| 2025-8-10 | EDGE: A Theoretical Framework for Misconception-Aware Adaptive Learning | Ananda Prakash Vermaet.al | paper | - | - |
| 2025-8-8 | PAE MobiLLM: Privacy-Aware and Efficient LLM Fine-Tuning on the Mobile Device via Additive Side-Tuning | Xingke Yanget.al | paper | - | - |
| 2025-8-8 | Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation | Youguang Xinget.al | paper | code | detailCoRL 2025 |
| 2025-8-8 | Vision-Language Model-Based Semantic-Guided Imaging Biomarker for Lung Nodule Malignancy Prediction | Luoting Zhuanget.al | paper | code | - |
| 2025-8-8 | ViPro-2: Unsupervised State Estimation via Integrated Dynamics for Guiding Video Prediction | Patrick Takenakaet.al | paper | - | detailPublished in 2025 International Joint Conference on Neural Networks (IJCNN) |
| 2025-8-7 | IFDECORATOR: Wrapping Instruction Following Reinforcement Learning with Verifiable Rewards | Xu Guoet.al | paper | - | - |
| 2025-8-5 | Improving Drone Racing Performance Through Iterative Learning MPC | Haocheng Zhaoet.al | paper | - | detailAccepted for oral presentation at IROS 2025 |
| 2025-8-3 | GestureLSM: Latent Shortcut based Co-Speech Gesture Generation with Spatial-Temporal Modeling | Pinxin Liuet.al | paper | code | detailICCV 2025 |
| 2025-8-2 | Domain Generalized Stereo Matching with Uncertainty-guided Data Augmentation | Shuangli Duet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-21 | AURA: A Fine-Grained Benchmark and Decomposed Metric for Audio-Visual Reasoning | Siminfar Samakoush Galougahet.al | paper | - | - |
| 2025-8-18 | Mitigating Easy Option Bias in Multiple-Choice Question Answering | Hao Zhanget.al | paper | - | detailUnder review |
| 2025-8-18 | EvolMathEval: Towards Evolvable Benchmarks for Mathematical Reasoning via Evolutionary Testing | Shengbo Wanget.al | paper | code | - |
| 2025-8-18 | A Self-Ensemble Inspired Approach for Effective Training of Binary-Weight Spiking Neural Networks | Qingyan Menget.al | paper | - | - |
| 2025-8-15 | XR-First Design for Productivity: A Conceptual Framework for Enabling Efficient Task Switching in XR | Matt Gottsackeret.al | paper | - | detailIEEE ISMAR xrWORKS Workshop |
| 2025-8-14 | The Knowledge-Reasoning Dissociation: Fundamental Limitations of LLMs in Clinical Natural Language Inference | Maël Jullienet.al | paper | - | - |
| 2025-8-13 | Faster Multi-Source Reachability and Approximate Distances via Shortcuts, Hopsets and Matrix Multiplication | Michael Elkinet.al | paper | - | - |
| 2025-8-12 | KnowDR-REC: A Benchmark for Referring Expression Comprehension with Real-World Knowledge | Guanghao Jinet.al | paper | - | - |
| 2025-8-11 | Characterizing and Transforming DAGs within the I-LCA Framework | Marc Hellmuthet.al | paper | - | - |
| 2025-8-10 | GenEscape: Hierarchical Multi-Agent Generation of Escape Room Puzzles | Mengyi Shanet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-21 | FAIR sharing of Chromatin Tracing datasets using the newly developed 4DN FISH Omics Format | Rahi Navelkaret.al | paper | code | detailA detailed description of the FISH Omics Format for Chromatin Tracing (FOF-CT) can be found on ReadTheDocs at this link: https://fish-omics-format |
| 2025-8-21 | Mitigating context switching in densely packed Linux clusters with Latency-Aware Group Scheduling | Al Amjad Tawfiq Isstaifet.al | paper | - | - |
| 2025-8-21 | Correct-By-Construction: Certified Individual Fairness through Neural Network Training | Ruihan Zhanget.al | paper | - | - |
| 2025-8-21 | Let's Grow an Unbiased Community: Guiding the Fairness of Graphs via New Links | Jiahua Luet.al | paper | - | - |
| 2025-8-21 | SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts -- Extended Version | Nghiem Thanh Phamet.al | paper | - | - |
| 2025-8-21 | IBPS: Indian Bail Prediction System | Puspesh Kumar Srivastavaet.al | paper | - | - |
| 2025-8-21 | CITE: A Comprehensive Benchmark for Heterogeneous Text-Attributed Graphs on Catalytic Materials | Chenghao Zhanget.al | paper | - | - |
| 2025-8-21 | Almost and Approximate EFX for Few Types of Agents | Vishwa Prakash HVet.al | paper | - | detailMSC Class:91B32 |
| 2025-8-21 | Fairness for the People, by the People: Minority Collective Action | Omri Ben-Dovet.al | paper | - | - |
| 2025-8-21 | Unveiling Trust in Multimodal Large Language Models: Evaluation, Analysis, and Mitigation | Yichi Zhanget.al | paper | - | detailFor Appendix |
| 2025-8-21 | Routing in Quantum Networks with End-to-End Knowledge | Vinay Kumaret.al | paper | - | - |
| 2025-8-21 | KG-EDAS: A Meta-Metric Framework for Evaluating Knowledge Graph Completion Models | Haji Gulet.al | paper | - | - |
| 2025-8-21 | Fair Termination for Resource-Aware Active Objects | Francesco Dagninoet.al | paper | - | - |
| 2025-8-21 | A New Relaxation of Fairness in Two-Sided Matching Respecting Acquaintance Relationships | Ryota Takeshimaet.al | paper | - | detailTo appear in Proceedings of ECAI-25 |
| 2025-8-20 | Revisiting Pre-processing Group Fairness: A Modular Benchmarking Framework | Brodie Oldfieldet.al | paper | - | detailThis paper has been accepted to the 34th ACM International Conference on Information and Knowledge Management (CIKM 2025) |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-21 | BadFU: Backdoor Federated Learning through Adversarial Machine Unlearning | Bingguang Luet.al | paper | - | - |
| 2025-8-21 | Reliable Unlearning Harmful Information in LLMs with Metamorphosis Representation Projection | Chengcan Wuet.al | paper | code | - |
| 2025-8-20 | Towards Source-Free Machine Unlearning | Sk Miraj Ahmedet.al | paper | - | detailAccepted by CVPR 2025 |
| 2025-8-19 | Efficient Knowledge Graph Unlearning with Zeroth-order Information | Yang Xiaoet.al | paper | code | detail9 page |
| 2025-8-18 | Unlearning Comparator: A Visual Analytics System for Comparative Evaluation of Machine Unlearning Methods | Jaeung Leeet.al | paper | - | detailSubmitted to IEEE Transactions on Visualization and Computer Graphics (TVCG) |
| 2025-8-15 | MUC: Machine Unlearning for Contrastive Learning with Black-box Evaluation | Yihan Wanget.al | paper | code | detailPublished in TMLR |
| 2025-8-15 | IMU: Influence-guided Machine Unlearning | Xindi Fanet.al | paper | - | - |
| 2025-8-15 | MUNBa: Machine Unlearning via Nash Bargaining | Jing Wuet.al | paper | - | - |
| 2025-8-14 | Prompt Attacks Reveal Superficial Knowledge Removal in Unlearning Methods | Yeonwoo Janget.al | paper | - | - |
| 2025-8-13 | Mo' Memory, Mo' Problems: Stream-Native Machine Unlearning | Kennon Stewartet.al | paper | - | - |
| 2025-8-13 | Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design | Yuhao Sunet.al | paper | - | detailAccepted by ICCV 2025 |
| 2025-8-11 | Do LLMs Really Forget? Evaluating Unlearning with Knowledge Correlation and Confidence Awareness | Rongzhe Weiet.al | paper | code | - |
| 2025-8-10 | Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten | Wei Qianet.al | paper | - | - |
| 2025-8-9 | A Closer Look at Machine Unlearning for Large Language Models | Xiaojian Yuanet.al | paper | code | detailICLR 2025 |
| 2025-8-8 | TDDBench: A Benchmark for Training data detection | Zhihao Zhuet.al | paper | code | detailPublished as a conference paper at ICLR 2025 |