Yikang Shen

API Pack: A Massive Multi-Programming Language Dataset for API Call Generation ICLR 2025 LaMAGIC2: Advanced Circuit Formulations for Language Model-Based Analog Topology Generation ICML 2025 Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study ICLR 2025 Aligning Large Multimodal Models with Factually Augmented RLHF ACL 2024 CoVLM: Composing Visual Entities and Relationships in Large Language Models Via Communicative Decoding ICLR 2024 Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision NeurIPS 2024 FlexAttention for Efficient High-Resolution Vision-Language Models ECCV 2024 Gated Linear Attention Transformers with Hardware-Efficient Training ICML 2024 LaMAGIC: Language-Model-based Topology Generation for Analog Integrated Circuits ICML 2024 Parallelizing Linear Transformers with the Delta Rule over Sequence Length NeurIPS 2024 SALMON: Self-Alignment with Instructable Reward Models ICLR 2024 Stacking Your Transformers: A Closer Look at Model Growth for Efficient LLM Pre-Training NeurIPS 2024 The Consensus Game: Language Model Generation via Equilibrium Search ICLR 2024 Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning AAAI 2024 Adaptive Online Replanning with Diffusion Models NeurIPS 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 Mod-Squad: Designing Mixtures of Experts As Modular Multi-Task Learners CVPR 2023 Planning with Large Language Models for Code Generation ICLR 2023 Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision NeurIPS 2023 Sparse Universal Transformer EMNLP 2023 TextPSG: Panoptic Scene Graph Generation from Textual Descriptions ICCV 2023 Transformer-Patcher: One Mistake Worth One Neuron ICLR 2023 Visual Dependency Transformers: Dependency Tree Emerges From Reversed Attention CVPR 2023 Mixture of Attention Heads: Selecting Attention Heads Per Token EMNLP 2022 Phrase-aware Unsupervised Constituency Parsing ACL 2022 Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022 Unsupervised Dependency Graph Network ACL 2022 Explicitly Modeling Syntax in Language Models with Incremental Parsing and a Dynamic Oracle NAACL 2021 Learning Task Decomposition with Ordered Memory Policy Network ICLR 2021 Long Range Arena : A Benchmark for Efficient Transformers ICLR 2021 Self-Instantiated Recurrent Units with Dynamic Soft Recursion NeurIPS 2021 StructFormer: Joint Unsupervised Induction of Dependency and Constituency Structure from Masked Language Modeling ACL 2021 Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020 Recursive Top-Down Production for Sentence Generation with Latent Trees EMNLP 2020 Ordered Memory NeurIPS 2019 Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks ICLR 2019 BanditSum: Extractive Summarization as a Contextual Bandit EMNLP 2018 Neural Language Modeling by Jointly Learning Syntax and Lexicon ICLR 2018 Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ACL 2018 Exploration of Tree-based Hierarchical Softmax for Recurrent Language Models IJCAI 2017