Wang

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authored 2 papers about 2 months ago

Rethinking LLM Evaluation: Can We Evaluate LLMs with 200x Less Data?

Paper • 2510.10457 • Published Oct 12 • 2

Efficient Multi-modal Large Language Models via Progressive Consistency Distillation

Paper • 2510.00515 • Published Oct 1 • 39

authored 4 papers 2 months ago

Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning

Paper • 2505.12212 • Published May 18

Compute Only 16 Tokens in One Timestep: Accelerating Diffusion Transformers with Cluster-Driven Feature Caching

Paper • 2509.10312 • Published Sep 12

Socratic-Zero : Bootstrapping Reasoning via Data-Free Agent Co-evolution

Paper • 2509.24726 • Published Sep 29 • 19

Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

Paper • 2509.23873 • Published Sep 28 • 67

authored a paper 6 months ago

Reasoning Like an Economist: Post-Training on Economic Problems Induces Strategic Generalization in LLMs

Paper • 2506.00577 • Published May 31 • 11

authored 3 papers 7 months ago

Trap of Feature Diversity in the Learning of MLPs

Paper • 2112.00980 • Published Dec 2, 2021 • 2

Stop Looking for Important Tokens in Multimodal Language Models: Duplication Matters More

Paper • 2502.11494 • Published Feb 17

Shifting AI Efficiency From Model-Centric to Data-Centric Compression

Paper • 2505.19147 • Published May 25 • 144