Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning
Paper ā¢ 2402.10110 ā¢ Published ā¢ 3
AI & ML interests
Efficient and adaptive foundation models across language and multimodal intelligence.
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Papers
Demystifying When Pruning Works via Representation Hierarchies
Making Large Language Models Efficient Dense Retrievers
shwai-heĀ
authored 11
papers 2 days ago
What Matters in Transformers? Not All Attention is Needed
Paper ā¢ 2406.15786 ā¢ Published ā¢ 33
Capacity-Aware Inference: Mitigating the Straggler Effect in Mixture of Experts
Paper ā¢ 2503.05066 ā¢ Published ā¢ 4
SymRTLO: Enhancing RTL Code Optimization with LLMs and Neuron-Inspired Symbolic Reasoning
Paper ā¢ 2504.10369 ā¢ Published ā¢ 2
CogniPair: From LLM Chatbots to Conscious AI Agents -- GNWT-Based Multi-Agent Digital Twins for Social Pairing -- Dating & Hiring Applications
Paper ā¢ 2506.03543 ā¢ Published ā¢ 1
CoIn: Counting the Invisible Reasoning Tokens in Commercial Opaque LLM APIs
Paper ā¢ 2505.13778 ā¢ Published ā¢ 5
Dense Video Understanding with Gated Residual Tokenization
Paper ā¢ 2509.14199 ā¢ Published ā¢ 3
Understanding and Harnessing Sparsity in Unified Multimodal Models
Paper ā¢ 2512.02351 ā¢ Published ā¢ 4
Making Large Language Models Efficient Dense Retrievers
Paper ā¢ 2512.20612 ā¢ Published ā¢ 4
ThinkJEPA: Empowering Latent World Models with Large Vision-Language Reasoning Model
Paper ā¢ 2603.22281 ā¢ Published ā¢ 18
Demystifying When Pruning Works via Representation Hierarchies
Paper ā¢ 2603.24652 ā¢ Published ā¢ 20
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shwai-heĀ
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