Zuchao Li

47 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0436-8446 ↗Homepage ↗

Venues

ACL ×21 EMNLP ×9 AAAI ×8 NAACL ×3 ICML ×2 NeurIPS ×2 ACM MM ×1 ECAI ×1

Frequent coauthors

Hai Zhao

×32

Ping Wang

×23

Lefei Zhang

×21

Yao Yao

×8

Qiwei Li

×8

Baoyuan Qi

×8

Guoming Liu

×8

Jiajia Li

×6

Luohe Shi

×6

Bo Du

×5

Jiliang Hu

×4

Yi Zhao

×4

Papers

BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores
ACL 2026 ·
Jiajia Li
,
Weizhi Xue
,
Yao Yao
,
Qiwei Li
,
Chong Chen
, Zuchao Li,
Ping Wang
,
Hai Zhao
End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering
AAAI 2026 ·
Jiliang Hu
, Zuchao Li,
Baoyuan Qi
,
Guoming Liu
,
Ping Wang
Faster MoE LLM Inference for Extremely Large Models
ACL 2026 ·
Haoqi Yang
,
Luohe Shi
,
Qiwei Li
, Zuchao Li,
Ping Wang
,
Hao Huang
,
Hai Zhao
From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons
ACL 2026 ·
Xiangyu Ma
,
Teng Xiao
, Zuchao Li,
Lefei Zhang
Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures
AAAI 2026 ·
Suqing Wang
,
Ziyang Ma
,
Xinyi Li
, Zuchao Li
GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning
ACL 2026 · Zuchao Li,
Qiwei Li
,
Yao Yao
,
Hai Zhao
,
Lefei Zhang
,
Bo Du
PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR
ACL 2026 ·
Yao Yao
,
Manwen Liao
,
Weitian Zhang
, Zuchao Li,
Hai Zhao
RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
ACL 2026 ·
Zihong Zhang
, Zuchao Li,
Lefei Zhang
,
Ping Wang
,
Hai Zhao
Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios
AAAI 2026 ·
Luohe Shi
, Zuchao Li,
Lefei Zhang
,
Baoyuan Qi
,
Guoming Liu
,
Hai Zhao
TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding
ACL 2026 ·
Liqi He
, Zuchao Li,
Hao Huang
,
Ping Wang
TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models
ACL 2026 ·
Yi Zhao
,
Yajuan Peng
,
Cam-Tu Nguyen
, Zuchao Li,
Xiaoliang Wang
,
Xiaoming Fu
,
Hai Zhao
VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents
ACL 2026 ·
Jiliang Hu
,
Wenfu Wang
, Zuchao Li,
Chenxing Li
,
Yiyang Zhao
,
Hanzhao Li
,
Liqiang Zhang
,
Meng Yu
,
Dong Yu
Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models
ACL 2026 ·
Zhenyu Li
, Zuchao Li,
Ping Wang
,
Lefei Zhang
,
Haojun Ai
AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders
EMNLP 2025 ·
Yuqi Zhang
,
Yuchun Miao
, Zuchao Li,
Liang Ding
Can Large Language Models Be Good Language Teachers?
EMNLP 2025 ·
LiQing Xu
,
Qiwei Li
,
Tianshuo Peng
, Zuchao Li,
Hai Zhao
,
Ping Wang
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
EMNLP 2025 ·
Zicong Tang
,
Ziyang Ma
,
Suqing Wang
, Zuchao Li,
Lefei Zhang
,
Hai Zhao
,
Yun Li
,
Qianren Wang
DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression
ACL 2025 ·
Yi Zhao
, Zuchao Li,
Hai Zhao
,
Baoyuan Qi
,
Guoming Liu
Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting
ACL 2025 ·
Qiwei Li
,
Teng Xiao
, Zuchao Li,
Ping Wang
,
Mengjia Shen
,
Hai Zhao
Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding
EMNLP 2025 ·
Jinglin Chen
,
Qiwei Li
, Zuchao Li,
Baoyuan Qi
,
Guoming Liu
,
Haojun Ai
,
Hai Zhao
,
Ping Wang
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development
EMNLP 2025 ·
Suqing Wang
, Zuchao Li,
Luohe Shi
,
Bo Du
,
Hai Zhao
,
Yun Li
,
Qianren Wang
IAM: Efficient Inference through Attention Mapping between Different-scale LLMs
ACL 2025 ·
Yi Zhao
, Zuchao Li,
Hai Zhao
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection
AAAI 2025 ·
Jiaqi Chen
,
Xiaoye Zhu
,
Tianyang Liu
,
Ying Chen
,
Xinhui Chen
,
Yiwen Yuan
,
Chak Tou Leong
, Zuchao Li,
Tang Long
,
Lei Zhang
,
Chenyu Yan
,
Guanghao Mei
,
Jie Zhang
,
Lefei Zhang
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding
ACL 2025 ·
Luohe Shi
, Zuchao Li,
Lefei Zhang
,
Baoyuan Qi
,
Guoming Liu
,
Hai Zhao
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction
NAACL 2025 ·
Lu Yang
,
Jiajia Li
,
En Ci
,
Lefei Zhang
, Zuchao Li,
Ping Wang
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model
NAACL 2025 ·
Mingni Tang
,
Jiajia Li
,
Lu Yang
,
Zhiqiang Zhang
,
Jinhao Tian
, Zuchao Li,
Lefei Zhang
,
Ping Wang
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models
ACL 2025 ·
Zihong Zhang
,
Liqi He
, Zuchao Li,
Lefei Zhang
,
Hai Zhao
,
Bo Du
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
NeurIPS 2025 ·
Yi Zhao
,
Yajuan Peng
,
Cam-Tu Nguyen
, Zuchao Li,
Xiaoliang Wang
,
Hai Zhao
,
Xiaoming Fu
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away
AAAI 2025 ·
Jiliang Hu
,
Jiajia Li
,
Ziyi Pan
,
Chong Chen
, Zuchao Li,
Ping Wang
,
Lefei Zhang
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers
ACL 2025 ·
Zicong Tang
,
Luohe Shi
, Zuchao Li,
Baoyuan Qi
,
Guoming Liu
,
Lefei Zhang
,
Ping Wang
Teaching Your Models to Understand Code via Focal Preference Alignment
EMNLP 2025 ·
Jie Wu
,
Haoling Li
,
Xin Zhang
,
Xiao Liu
,
Yangyu Huang
,
Jianwen Luo
,
Yizhen Zhang
, Zuchao Li,
Ruihang Chu
,
Yujiu Yang
,
Scarlett Li
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
EMNLP 2025 ·
Jiani Guo
, Zuchao Li,
Jie Wu
,
Qianren Wang
,
Yun Li
,
Lefei Zhang
,
Hai Zhao
,
Yu-Jiu Yang
What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning
ICML 2025 · Zuchao Li,
Yonghua Hei
,
Qiwei Li
,
Lefei Zhang
,
Ping Wang
,
Hai Zhao
,
Baoyuan Qi
,
Guoming Liu
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression
EMNLP 2025 ·
Haoqi Yang
,
Yao Yao
, Zuchao Li,
Baoyuan Qi
,
Guoming Liu
,
Hai Zhao
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction
ECAI 2024 ·
Xiangke Zeng
, Zuchao Li,
Lefei Zhang
,
Ping Wang
,
Hongqiu Wu
,
Hai Zhao
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis
AAAI 2024 ·
Tianshuo Peng
, Zuchao Li,
Ping Wang
,
Lefei Zhang
,
Hai Zhao
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment
ACL 2024 ·
Yao Yao
, Zuchao Li,
Hai Zhao
GoT: Effective Graph-of-Thought Reasoning in Language Models
NAACL 2024 ·
Yao Yao
, Zuchao Li,
Hai Zhao
Hypergraph based Understanding for Document Semantic Entity Recognition
ACL 2024 ·
Qiwei Li
, Zuchao Li,
Ping Wang
,
Haojun Ai
,
Hai Zhao
Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models
AAAI 2024 ·
Liqi He
, Zuchao Li,
Xiantao Cai
,
Ping Wang
Multi-modal Auto-regressive Modeling via Visual Tokens
ACM MM 2024 ·
Tianshuo Peng
, Zuchao Li,
Lefei Zhang
,
Hai Zhao
,
Ping Wang
,
Bo Du
N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding
AAAI 2024 ·
Jinhao Tian
, Zuchao Li,
Jiajia Li
,
Ping Wang
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models
NeurIPS 2024 ·
Luohe Shi
,
Yao Yao
, Zuchao Li,
Lefei Zhang
,
Hai Zhao
Selective Prefix Tuning for Pre-trained Language Models
ACL 2024 ·
Hongyi Zhang
, Zuchao Li,
Ping Wang
,
Hai Zhao
SirLLM: Streaming Infinite Retentive LLM
ACL 2024 ·
Yao Yao
, Zuchao Li,
Hai Zhao
Sparse is Enough in Fine-tuning Pre-trained Large Language Models
ICML 2024 ·
Weixi Song
, Zuchao Li,
Lefei Zhang
,
Hai Zhao
,
Bo Du
The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models
ACL 2024 ·
Jiajia Li
,
Lu Yang
,
Mingni Tang
,
Chenchong Chenchong
, Zuchao Li,
Ping Wang
,
Hai Zhao
VHASR: A Multimodal Speech Recognition System With Vision Hotwords
EMNLP 2024 ·
Jiliang Hu
, Zuchao Li,
Ping Wang
,
Haojun Ai
,
Lefei Zhang
,
Hai Zhao