POSS: Position Specialist Generates Better Draft for Speculative Decoding
Third Conference on Language Modeling (COLM)
All Publications
2026
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Efficient Test-Time Scaling via Self-Calibration
International Conference on Learning Representations (ICLR)
2025
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Reliable and Responsible Foundation Models
Transactions on Machine Learning Research (TMLR)
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CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation
Second Conference on Language Modeling (COLM)
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Taming Overconfidence in LLMs: Reward Calibration in RLHF
International Conference on Learning Representations (ICLR)
2024
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S2FT: Efficient, Scalable and Generalizable LLM Fine-tuning by Structured Sparsity
Conference on Neural Information Processing Systems (NeurIPS)
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Choosing Wisely and Learning Deeply: Selective Cross-Modality Distillation via CLIP for Domain Generalization
Transactions on Machine Learning Research (TMLR)
