← Authors

Zuchao Li

76 papers · 2018–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (9) 🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (19) 🧭 Keyword Pioneer πŸƒ Academic Marathon (7) 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (61) πŸ† Grand Slam πŸ”¬ Deep Specialist (13) 🧬 Topic Evolution πŸ† Keyword Champion (4) ⚑ Prolific Year (13) ❓ The Questioner (4) πŸ—ƒοΈ Keyword Collector (335) πŸ“ˆ Trend Setter πŸ’Ž Century Club (73) πŸ”₯ Unstoppable (8) πŸš€ Conference Pioneer

Conferences

ACL (21) EMNLP (20) AAAI (13) COLING (5) ICML (3) IJCNLP (3) NAACL (3) CONLL (2) ICLR (2) IJCAI (2) NIPS (2)

Top co-authors

Hai Zhao (62) Lefei Zhang (18) Ping Wang (17) Eiichiro Sumita (14) Masao Utiyama (13) Zhuosheng Zhang (9) Baoyuan Qi (8) Shexia He (8) Rui Wang (7) Liu Guoming (6)

Research topics

Education (1)

Keywords

large language model (14) neural machine translation (10) dependency parsing (8) semantic role labeling (8) neural network (5) syntactic parsing (4) language model (4) kv cache (4) multimodal learning (3) predicate-argument structure (3) restricted translation (3) named entity recognition (3) model compression (3) inference efficiency (3) representation learning (3) joint learning (3) attention mechanism (3) retrieval-augmented generation (3) constrained decoding (3) benchmark evaluation (2)

Papers

Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios AAAI 2026
End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering AAAI 2026
Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures AAAI 2026
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model NAACL 2025
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding EMNLP 2025
Teaching Your Models to Understand Code via Focal Preference Alignment EMNLP 2025
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression EMNLP 2025
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction NAACL 2025
What Limits Bidirectional Model’s Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning ICML 2025
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models EMNLP 2025
AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders EMNLP 2025
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development EMNLP 2025
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding ACL 2025
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression ACL 2025
IAM: Efficient Inference through Attention Mapping between Different-scale LLMs ACL 2025
Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting ACL 2025
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers ACL 2025
Can Large Language Models Be Good Language Teachers? EMNLP 2025
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection AAAI 2025
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away AAAI 2025
N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding AAAI 2024
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models AAAI 2024
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis AAAI 2024
VHASR: A Multimodal Speech Recognition System With Vision Hotwords EMNLP 2024
Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning COLING 2024
SirLLM: Streaming Infinite Retentive LLM ACL 2024
GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024
Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024
Sparse is Enough in Fine-tuning Pre-trained Large Language Models ICML 2024
Selective Prefix Tuning for Pre-trained Language Models ACL 2024
The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ACL 2024
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment ACL 2024
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models NIPS 2024
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion AAAI 2023
Enhancing Ancient Chinese Understanding with Derived Noisy Syntax Trees ACL 2023
Contextualized Semantic Distance between Highly Overlapped Texts ACL 2023
Learning Event-aware Measures for Event Coreference Resolution ACL 2023
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers ICML 2023
iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning IJCAI 2023
Restricted or Not: A General Training Framework for Neural Machine Translation ACL 2022
What Works and Doesn’t Work, A Deep Decoder for Neural Machine Translation ACL 2022
BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning COLING 2022
Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing COLING 2022
Explicit Alignment Learning for Neural Machine Translation IJCAI 2022
Reorder and then Parse, Fast and Accurate Discontinuous Constituency Parsing EMNLP 2022
NICT’s Neural Machine Translation Systems for the WAT21 Restricted Translation Task IJCNLP 2021
Grammatical Error Correction as GAN-like Sequence Labeling IJCNLP 2021
Multilingual Pre-training with Universal Dependency Learning NIPS 2021
Grammatical Error Correction as GAN-like Sequence Labeling ACL 2021
Unsupervised Neural Machine Translation with Universal Grammar EMNLP 2021
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model EMNLP 2021
MiSS: An Assistant for Multi-Style Simultaneous Translation EMNLP 2021
NICT’s Neural Machine Translation Systems for the WAT21 Restricted Translation Task ACL 2021
MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021
High-order Semantic Role Labeling EMNLP 2020
Reference Language based Unsupervised Neural Machine Translation EMNLP 2020
Parsing All: Syntax and Semantics, Dependencies and Spans EMNLP 2020
SJTU-NICT’s Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task EMNLP 2020
Data-dependent Gaussian Prior Objective for Language Generation ICLR 2020
Neural Machine Translation with Universal Visual Representation ICLR 2020
Explicit Sentence Compression for Neural Machine Translation AAAI 2020
Semantics-Aware BERT for Language Understanding AAAI 2020
Global Greedy Dependency Parsing AAAI 2020
Syntax-aware Multilingual Semantic Role Labeling IJCNLP 2019
Syntax-aware Multilingual Semantic Role Labeling EMNLP 2019
SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing CONLL 2019
Dependency or Span, End-to-End Uniform Semantic Role Labeling AAAI 2019
A Unified Syntax-aware Framework for Semantic Role Labeling EMNLP 2018
A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? COLING 2018
Seq2seq Dependency Parsing COLING 2018
Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing CONLL 2018
Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association ACL 2018
Syntax for Semantic Role Labeling, To Be, Or Not To Be ACL 2018