| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 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 | - | <summary>detail</summary>Extended 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 | <summary>detail</summary>International 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 | <summary>detail</summary>Published as a conference paper in ICML 2025 |
| 2025-8-6 | Disentangling Bias by Modeling Intra- and Inter-modal Causal Attention for Multimodal Sentiment Analysis | Menghua Jianget.al | paper | - | - |
| 2025-8-6 | Accept-Reject Lasso | Yanxin Liuet.al | paper | - | - |
| 2025-8-6 | Causal Reflection with Language Models | Abi Aryanet.al | paper | - | - |
| 2025-8-6 | DocVCE: Diffusion-based Visual Counterfactual Explanations for Document Image Classification | Saifullah Saifullahet.al | paper | - | - |
| 2025-8-6 | Confounder-Free Continual Learning via Recursive Feature Normalization | Yash Shahet.al | paper | - | - |
| 2025-8-5 | Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility | Melih Barsbeyet.al | paper | - | <summary>detail</summary>ICCV 2025 |
| 2025-8-5 | Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition | Katharina Hoedtet.al | paper | - | - |
| 2025-8-5 | Rethinking Selectivity in State Space Models: A Minimal Predictive Sufficiency Approach | Yiyi Wanget.al | paper | - | <summary>detail</summary>Submitted to AAAI’26 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-12 | Masked Autoencoder Self Pre-Training for Defect Detection in Microelectronics | Nikolai Röhrichet.al | paper | - | - |
| 2025-8-11 | Information Bottleneck-based Causal Attention for Multi-label Medical Image Recognition | Xiaoxiao Cuiet.al | paper | - | <summary>detail</summary>Early accepted by MICCAI 2025 |
| 2025-8-9 | VesselRW: Weakly Supervised Subcutaneous Vessel Segmentation via Learned Random Walk Propagation | Ayaan Nooruddin Siddiquiet.al | paper | - | - |
| 2025-8-7 | VerificAgent: Domain-Specific Memory Verification for Scalable Oversight of Aligned Computer-Use Agents | Thong Q. Nguyenet.al | paper | - | - |
| 2025-8-7 | Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models | Rui Caiet.al | paper | - | - |
| 2025-8-6 | Learning richness modulates equality reasoning in neural networks | William L. Tonget.al | paper | code | - |
| 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 | - | <summary>detail</summary>12 Pages |
| 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 |
| 2025-5-22 | 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 | <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 | - | - |
| 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 | - | <summary>detail</summary>ACM Class:I |
| 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 | - | <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 | - | - |
| 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 | - | <summary>detail</summary>ECCV 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 | - | <summary>detail</summary>Journal 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 | <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 |
| 2025-5-21 | 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 | - | <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 | |
|---|---|---|---|---|---|
| 2025-8-12 | Mitigating Popularity Bias in Counterfactual Explanations using Large Language Models | Arjan Hasamiet.al | paper | - | - |
| 2025-8-12 | See the Forest and the Trees: A Synergistic Reasoning Framework for Knowledge-Based Visual Question Answering | Junjie Wanget.al | paper | - | <summary>detail</summary>Paper withdrawn by authors |
| 2025-8-12 | SciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generated LLMs | Haotian Chenet.al | paper | - | - |
| 2025-8-12 | DiffVolume: Diffusion Models for Volume Generation in Limit Order Books | Zhuohan Wanget.al | paper | - | - |
| 2025-8-12 | Nonparametric Causal Survival Analysis with Clustered Interference | Chanhwa Leeet.al | paper | - | - |
| 2025-8-12 | What Changed and What Could Have Changed? State-Change Counterfactuals for Procedure-Aware Video Representation Learning | Chi-Hsi Kunget.al | paper | - | - |
| 2025-8-11 | Estimating and evaluating counterfactual prediction models | Christopher B. Boyeret.al | paper | - | - |
| 2025-8-11 | Causal Geodesy: Counterfactual Estimation Along the Path Between Correlation and Causation | Kyle Schindlet.al | paper | - | - |
| 2025-8-11 | Chain of Thought Still Thinks Fast: APriCoT Helps with Thinking Slow | Kyle Mooreet.al | paper | - | <summary>detail</summary>Final version |
| 2025-8-11 | L-FUSION: Laplacian Fetal Ultrasound Segmentation & Uncertainty Estimation | Johanna P. Mülleret.al | paper | - | <summary>detail</summary>MICCAI ASMUS 2025 |
| 2025-8-11 | Last-Iterate Convergence in Adaptive Regret Minimization for Approximate Extensive-Form Perfect Equilibrium | Hang Renet.al | paper | - | - |
| 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 | - | - |
| 2025-8-10 | Freeze and Reveal: Exposing Modality Bias in Vision-Language Models | Vivek Hruday Kavuriet.al | paper | - | - |
| 2025-8-10 | Redistricting Reforms Reduce Gerrymandering by Constraining Partisan Actors | Cory McCartanet.al | paper | - | - |
| 2025-8-10 | EDGE: A Theoretical Framework for Misconception-Aware Adaptive Learning | Ananda Prakash Vermaet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 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 | - | - |
| 2025-7-30 | 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 | - | <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 |
| 2025-7-3 | ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization | YuXuan Zhanget.al | paper | - | <summary>detail</summary>Preprint 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 | <summary>detail</summary>Under review |
| 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 | - | - |
| 2025-5-26 | Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models | Zhouhao Sunet.al | paper | - | - |
| 2025-5-23 | ADEPT: A DEbiasing PrompT Framework | Ke Yanget.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-12 | Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision | Ahsan Habib Akashet.al | paper | - | <summary>detail</summary>3rd Workshop in Data Engineering in Medical Imaging (DEMI) |
| 2025-8-12 | PAD-F: Prior-Aware Debiasing Framework for Long-Tailed X-ray Prohibited Item Detection | Haoyu Wanget.al | paper | - | - |
| 2025-8-12 | BiasGym: Fantastic Biases and How to Find (and Remove) Them | Sekh Mainul Islamet.al | paper | - | <summary>detail</summary>Under review |
| 2025-8-12 | Steering Towards Fairness: Mitigating Political Bias in LLMs | Afrozah Nadeemet.al | paper | - | <summary>detail</summary>Preprint |
| 2025-8-12 | The Roots of International Perceptions: Simulating US Attitude Changes Towards China with LLM Agents | Nicholas Sukienniket.al | paper | - | <summary>detail</summary>Submitted to AAAI Social Impact 2026 |
| 2025-8-11 | Efficient nonparametric estimators of discrimination measures with censored survival data | Marie Skov Breumet.al | paper | - | <summary>detail</summary>Journal ref:Journal of the Royal Statistical Society Series B: Statistical Methodology |
| 2025-8-8 | The Fair Game: Auditing & Debiasing AI Algorithms Over Time | Debabrota Basuet.al | paper | - | <summary>detail</summary>Journal ref:Cambridge Forum on AI: Law and Governance |
| 2025-8-8 | A Debiased Estimator for the Mediation Functional in Ultra-High-Dimensional Setting in the Presence of Interaction Effects | Shi Boet.al | paper | - | - |
| 2025-8-7 | Debiasing Polynomial and Fourier Regression | Chris Camañoet.al | paper | - | <summary>detail</summary>MSC Class:65F99ACM Class:G |
| 2025-8-7 | High-Dimensional Differentially Private Quantile Regression: Distributed Estimation and Statistical Inference | Ziliang Shenet.al | paper | - | - |
| 2025-8-6 | Differentially Private Model-X Knockoffs via Johnson-Lindenstrauss Transform | Yuxuan Taoet.al | paper | - | - |
| 2025-8-5 | Enhancing Multi-view Open-set Learning via Ambiguity Uncertainty Calibration and View-wise Debiasing | Zihan Fanget.al | paper | - | - |
| 2025-8-5 | A New Perspective on High Dimensional Confidence Intervals | Logan Harriset.al | paper | code | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-8 | LLMDistill4Ads: Using Cross-Encoders to Distill from LLM Signals for Advertiser Keyphrase Recommendations at eBay | Soumik Deyet.al | paper | - | - |
| 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 | - | - |
| 2025-7-26 | The Devil is in the EOS: Sequence Training for Detailed Image Captioning | Abdelrahman Mohamedet.al | paper | - | <summary>detail</summary>COLM 2025 |
| 2025-7-24 | Robust Non-adaptive Group Testing under Errors in Group Membership Specifications | Shuvayan Banerjeeet.al | paper | - | - |
| 2025-7-7 | Boosting Temporal Sentence Grounding via Causal Inference | Kefan Tanget.al | paper | code | <summary>detail</summary>Accepted by ACM MM 2025 |
| 2025-7-3 | From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models | Melanie Galeaet.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 | - | <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 | - | - |
| 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 | <summary>detail</summary>ECCV 2024 |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-8 | Deepfake Detection that Generalizes Across Benchmarks | Andrii Yermakovet.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 | - |
| 2025-7-11 | 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 | <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 | - |
| 2025-7-7 | Mitigating Shortcut Learning with InterpoLated Learning | Michalis Korakakiset.al | paper | - | <summary>detail</summary>ACL 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 | - | <summary>detail</summary>ICCV |
| 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 | - | <summary>detail</summary>IJCAI 2025 |
| 2025-6-21 | SCISSOR: Mitigating Semantic Bias through Cluster-Aware Siamese Networks for Robust Classification | Shuo Yanget.al | paper | - | <summary>detail</summary>the 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 | |
|---|---|---|---|---|---|
| 2025-8-8 | 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 | <summary>detail</summary>CoRL 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 | - | <summary>detail</summary>Published 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 | - | <summary>detail</summary>Accepted 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 | <summary>detail</summary>ICCV 2025 |
| 2025-8-2 | Domain Generalized Stereo Matching with Uncertainty-guided Data Augmentation | Shuangli Duet.al | paper | - | - |
| 2025-7-30 | Skull-stripping induces shortcut learning in MRI-based Alzheimer’s disease classification | Christian Tinaueret.al | paper | - | - |
| 2025-7-29 | Ensuring Medical AI Safety: Interpretability-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data | Frederik Pahdeet.al | paper | code | - |
| 2025-7-28 | Recovering Manifold Structure Using Ollivier-Ricci Curvature | Tristan Luca Saidiet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 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 | - | - |
| 2025-8-10 | AURA: A Fine-Grained Benchmark and Decomposed Metric for Audio-Visual Reasoning | Siminfar Samakoush Galougahet.al | paper | - | - |
| 2025-8-9 | Imaginative World Modeling with Scene Graphs for Embodied Agent Navigation | Yue Huet.al | paper | - | - |
| 2025-8-8 | GeoLaux: A Benchmark for Evaluating MLLMs’ Geometry Performance on Long-Step Problems Requiring Auxiliary Lines | Yumeng Fuet.al | paper | - | - |
| 2025-8-7 | TIME: Temporal-Sensitive Multi-Dimensional Instruction Tuning and Robust Benchmarking for Video-LLMs | Yunxiao Wanget.al | paper | - | - |
| 2025-8-7 | Anytime-valid simultaneous lower confidence bounds for the true discovery proportion | Friederike Preusseet.al | paper | - | - |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 2025-8-12 | LLMEval-3: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models | Ming Zhanget.al | paper | - | - |
| 2025-8-12 | CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization | Xinge Yeet.al | paper | - | - |
| 2025-8-12 | A new dataset and comparison for multi-camera frame synthesis | Conall Dalyet.al | paper | - | <summary>detail</summary>SPIE2025 - Applications of Digital Image Processing XLVIII accepted manuscript |
| 2025-8-12 | Optimizing Class-Level Probability Reweighting Coefficients for Equitable Prompting Accuracy | Ruixi Linet.al | paper | - | - |
| 2025-8-12 | AdEval: Alignment-based Dynamic Evaluation to Mitigate Data Contamination in Large Language Models | Yang Fanet.al | paper | - | <summary>detail</summary>There are serious academic problems in this paper |
| 2025-8-12 | A Framework for FAIR and CLEAR Ecological Data and Knowledge: Semantic Units for Synthesis and Causal Modelling | Lars Vogtet.al | paper | - | - |
| 2025-8-12 | Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics | Tin Nguyenet.al | paper | - | <summary>detail</summary>AIES 2025 |
| 2025-8-12 | Federated Multi-Objective Learning with Controlled Pareto Frontiers | Jiansheng Raoet.al | paper | - | <summary>detail</summary>After further review |
| 2025-8-12 | Not in My Backyard! Temporal Voting Over Public Chores | Edith Elkindet.al | paper | - | <summary>detail</summary>Appears in the 34th International Joint Conference on Artificial Intelligence (IJCAI) |
| 2025-8-12 | TechOps: Technical Documentation Templates for the AI Act | Laura Lucajet.al | paper | - | - |
| 2025-8-11 | Do Biased Models Have Biased Thoughts? | Swati Rajwalet.al | paper | - | <summary>detail</summary>main track of the Second Conference on Language Modeling (COLM 2025) |
| 2025-8-11 | SHEFL: Resource-Aware Aggregation and Sparsification in Heterogeneous Ensemble Federated Learning | Keumseo Ryumet.al | paper | - | - |
| 2025-8-11 | Learning Optimal and Fair Policies for Online Allocation of Scarce Societal Resources from Data Collected in Deployment | Bill Tanget.al | paper | - | - |
| 2025-8-11 | A Reinforcement Learning-Driven Task Scheduling Algorithm for Multi-Tenant Distributed Systems | Xiaopei Zhanget.al | paper | - | - |
| 2025-8-11 | Steerable Pluralism: Pluralistic Alignment via Few-Shot Comparative Regression | Jadie Adamset.al | paper | - | <summary>detail</summary>AIES ‘25: Proceedings of the 2025 AAAI/ACM Conference on AI |
| Date | Title | Authors | Code | Comments | |
|---|---|---|---|---|---|
| 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 | <summary>detail</summary>ICLR 2025 |
| 2025-8-8 | TDDBench: A Benchmark for Training data detection | Zhihao Zhuet.al | paper | code | <summary>detail</summary>Published as a conference paper at ICLR 2025 |
| 2025-8-8 | LLM Unlearning using Gradient Ratio-Based Influence Estimation and Noise Injection | Ameya Anjarlekaret.al | paper | - | <summary>detail</summary>14 Pages |
| 2025-8-8 | Not All Data Are Unlearned Equally | Aravind Krishnanet.al | paper | - | - |
| 2025-8-7 | UnGuide: Learning to Forget with LoRA-Guided Diffusion Models | Agnieszka Polowczyket.al | paper | - | - |
| 2025-8-6 | WSS-CL: Weight Saliency Soft-Guided Contrastive Learning for Efficient Machine Unlearning Image Classification | Thang Duc Tranet.al | paper | - | <summary>detail</summary>17th International Conference on Computational Collective Intelligence 2025 |
| 2025-8-6 | From Learning to Unlearning: Biomedical Security Protection in Multimodal Large Language Models | Dunyuan Xuet.al | paper | - | - |
| 2025-8-5 | On Conformal Machine Unlearning | Yahya Alkhatibet.al | paper | - | - |
| 2025-8-5 | SALAD: Systematic Assessment of Machine Unlearning on LLM-Aided Hardware Design | Zeng Wanget.al | paper | - | - |
| 2025-8-4 | Leveraging Distribution Matching to Make Approximate Machine Unlearning Faster | Junaid Iqbal Khanet.al | paper | code | - |
| 2025-8-4 | Superior resilience to poisoning and amenability to unlearning in quantum machine learning | Yu-Qin Chenet.al | paper | - | - |
| 2025-8-3 | IMU: Influence-guided Machine Unlearning | Xindi Fanet.al | paper | - | - |
| 2025-8-2 | LetheViT: Selective Machine Unlearning for Vision Transformers via Attention-Guided Contrastive Learning | Yujia Tonget.al | paper | - | - |