gradient ascent

Controlling Path Dependence in Gradient Ascent Unlearning through Forget-Set Ordering UAI 2026 Unbiased Rectification for Sequential Recommender Systems Under Fake Orders AAAI 2026 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 Boosting Perturbed Gradient Ascent for Last-Iterate Convergence in Games ICLR 2025 CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025 DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention SemEval 2025 Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models ACL 2025 GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints SemEval 2025 GUIR at SemEval-2025 Task 4: Adaptive Weight Tuning with Gradual Negative Matching for LLM Unlearning SemEval 2025 MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models ACL 2025 NEKO at SemEval-2025 Task 4: A Gradient Ascent Based Machine Unlearning Strategy SemEval 2025 Offline RL via Feature-Occupancy Gradient Ascent AISTATS 2025 Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning ACL 2025 UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets EMNLP 2025 A Policy Gradient Method for Confounded POMDPs ICLR 2024 EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024 Fine-grained Pluggable Gradient Ascent for Knowledge Unlearning in Language Models EMNLP 2024 Gradient Methods for Online DR-Submodular Maximization with Stochastic Long-Term Constraints NeurIPS 2024 Iterative Search Attribution for Deep Neural Networks ICML 2024 Machine Unlearning of Pre-trained Large Language Models ACL 2024 Memory Asymmetry Creates Heteroclinic Orbits to Nash Equilibrium in Learning in Zero-Sum Games AAAI 2024 Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning ICML 2024 ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization NeurIPS 2024 Robust Distillation via Untargeted and Targeted Intermediate Adversarial Samples CVPR 2024 To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models ICML 2024