Zhouhan Lin

35 papers · 2016–2025 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (71) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Grand Slam 🧬 Topic Evolution 🏆 Keyword Champion 🚀 Conference Pioneer 🔥 Unstoppable · Bronze ❓ The Questioner ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🌈 Renaissance Researcher (7) 🗃️ Keyword Collector (181)

Venues

EMNLP (10) ACL (8) NeurIPS (5) ICLR (4) ICML (3) NAACL (2) AAAI (1) COLING (1) Interspeech (1)

Top co-authors

Xinbing Wang (8) Siyuan Huang (6) Yoshua Bengio (6) Chenghu Zhou (5) Jingwen Leng (4) Yikang Shen (4) Alessandro Sordoni (4) Yunchong Song (4) Jintao Du (3) Ning Shi (3)

Research topics

Deep Learning (25) Machine Learning (24) Natural Language Processing (16) Architectures (16) Artificial Intelligence (13) Core AI (10) Learning Types · Machine Learning (10) Learning Types · Deep Learning (10) Core Methods (9) Generation (7) Application Areas (6) Applications (6) Optimization & Theory (6) Resources & Methods (4) Understanding (4)

Keywords

sequence labeling (4) attention mechanism (4) reinforcement learning (3) question answering (3) text generation (3) graph neural network (3) syntactic structure (3) syntactic distance (3) tree structure (2) transformer architecture (2) message passing (2) computational efficiency (2) grammar induction (2) constituency parsing (2) recurrent neural network (2) semantic parsing (2) language modeling (2) self-supervised learning (2) machine translation (2) model compression (2)

Papers

AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence ICML 2025 DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And Intelligibility NAACL 2025 Gumbel Reranking: Differentiable End-to-End Reranker Optimization ACL 2025 How to Synthesize Text Data without Model Collapse? ICML 2025 Training-free LLM-generated Text Detection by Mining Token Probability Sequences ICLR 2025 Training LLMs to be Better Text Embedders through Bidirectional Reconstruction EMNLP 2025 Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention NeurIPS 2024 Enable Fast Sampling for Seq2Seq Text Diffusion EMNLP 2024 Extracting Financial Events from Raw Texts via Matrix Chunking COLING 2024 Graph Parsing Networks ICLR 2024 HuRef: HUman-REadable Fingerprint for Large Language Models NeurIPS 2024 Leveraging Grammar Induction for Language Understanding and Generation EMNLP 2024 Mirror-Consistency: Harnessing Inconsistency in Majority Voting EMNLP 2024 PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning NAACL 2024 SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully EMNLP 2024 Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator ACL 2023 Ordered GNN: Ordering Message Passing to Deal with Heterophily and Over-smoothing ICLR 2023 Tailoring Self-Attention for Graph via Rooted Subtrees NeurIPS 2023 Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model ACL 2023 Block-Skim: Efficient Question Answering for Transformer AAAI 2022 Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition ACL 2022 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL EMNLP 2022 Revisit Systematic Generalization via Meaningful Learning EMNLP 2022 Syntax-guided Localized Self-attention by Constituency Syntactic Distance EMNLP 2022 Text Editing as Imitation Game EMNLP 2022 Transkimmer: Transformer Learns to Layer-wise Skim ACL 2022 Incorporating External POS Tagger for Punctuation Restoration Interspeech 2021 Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach ACL 2020 Interactive Language Learning by Question Answering EMNLP 2019 Ordered Memory NeurIPS 2019 Focused Hierarchical RNNs for Conditional Sequence Processing ICML 2018 Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences ACL 2018 Neural Language Modeling by Jointly Learning Syntax and Lexicon ICLR 2018 Straight to the Tree: Constituency Parsing with Neural Syntactic Distance ACL 2018 Architectural Complexity Measures of Recurrent Neural Networks NeurIPS 2016