| The Price of Format: Diversity Collapse in LLMs | May 25, 2025 | DiversityGSM8K | CodeCode Available | 0 |
| Capability-Based Scaling Laws for LLM Red-Teaming | May 26, 2025 | MMLUPrompt Engineering | CodeCode Available | 0 |
| Probing then Editing Response Personality of Large Language Models | Apr 14, 2025 | MMLU | CodeCode Available | 0 |
| SHA256 at SemEval-2025 Task 4: Selective Amnesia -- Constrained Unlearning for Large Language Models via Knowledge Isolation | Apr 17, 2025 | AttributeMachine Unlearning | CodeCode Available | 0 |
| ShareLoRA: Parameter Efficient and Robust Large Language Model Fine-tuning via Shared Low-Rank Adaptation | Jun 16, 2024 | Continual LearningGSM8K | CodeCode Available | 0 |
| LLM-Powered Benchmark Factory: Reliable, Generic, and Efficient | Feb 2, 2025 | MMLU | CodeCode Available | 0 |
| Growing Transformers: Modular Composition and Layer-wise Expansion on a Frozen Substrate | Jul 8, 2025 | Continual LearningMixture-of-Experts | CodeCode Available | 0 |
| Voting or Consensus? Decision-Making in Multi-Agent Debate | Feb 26, 2025 | Decision MakingMMLU | CodeCode Available | 0 |
| Forget What You Know about LLMs Evaluations - LLMs are Like a Chameleon | Feb 11, 2025 | MMLU | CodeCode Available | 0 |
| QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning | Feb 3, 2025 | Data ValuationLanguage Modeling | CodeCode Available | 0 |