Published 'Parallel Continuous Chain-of-Thought with Jacobi Iteration' at EMNLP 2025.
Published 'Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation' in Findings of EMNLP 2025.
Published two papers at ACL 2025: 'A Systematic Study of Compositional Syntactic Transformer Language Models' and 'Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training'.
Published 'A Systematic Study of Cross-Layer KV Sharing for Efficient LLM Inference' at NAACL 2025.
Published three papers at ACL 2024, including 'Layer-Condensed KV Cache for Efficient Inference of Large Language Models', 'Dependency Transformer Grammars', and 'Generative Pretrained Structured Transformers'.
Published 'Augmenting transformers with recursively composed multi-grained representations' at ICLR 2024.
Published 'Frame Semantic Role Labeling Using Arbitrary-Order Conditional Random Fields' at AAAI 2024.