| 2026 | AAAI | End-to-End Contrastive Language-Speech Pretraining Model for Long-Form Spoken Question Answering. | Jiliang Hu, Zuchao Li, Baoyuan Qi, Guoming Liu, Ping Wang |
| 2026 | AAAI | Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios. | Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao |
| 2026 | AAAI | Ghost in the Transformer: Detecting Model Reuse with Invariant Spectral Signatures. | Suqing Wang, Ziyang Ma, Xinyi Li, Zuchao Li |
| 2026 | ACL | TRACE: Traversal Retrieval-Augmented Chain of Evidence for Document Understanding. | Liqi He, Zuchao Li, Hao Huang, Ping Wang |
| 2026 | ACL | VCB Bench: An Evaluation Benchmark for Audio-Grounded Large Language Model Conversational Agents. | Jiliang Hu, Wenfu Wang, Zuchao Li, Chenxing Li, Yiyang Zhao, Hanzhao Li, Liqiang Zhang, Meng Yu, Dong Yu |
| 2026 | ACL | Vista-LLM: Decoupled Query-Guided Visual Token Pruning for Efficient Long-Video Large Language Models. | Zhenyu Li, Zuchao Li, Ping Wang, Lefei Zhang, Haojun Ai |
| 2026 | ACL | GoT-R1: Internalizing Graph-of-Thought via Structural Reinforcement for High-Density Reasoning. | Zuchao Li, Qiwei Li, Yao Yao, Hai Zhao, Lefei Zhang, Bo Du |
| 2026 | ACL | BoYaEval: Evaluating Multimodal Large Language Models on Understanding Ancient Chinese Musical Scores. | Jiajia Li, Weizhi Xue, Yao Yao, Qiwei Li, Chong Chen, Zuchao Li, Ping Wang, Hai Zhao |
| 2026 | ACL | From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons. | Xiangyu Ma, Teng Xiao, Zuchao Li, Lefei Zhang |
| 2026 | ACL | Faster MoE LLM Inference for Extremely Large Models. | Haoqi Yang, Luohe Shi, Qiwei Li, Zuchao Li, Ping Wang, Hao Huang, Hai Zhao |
| 2026 | ACL | PAR: Training-Free Positional Perturbation and Attention Recycling for Faithful OCR. | Yao Yao, Manwen Liao, Weitian Zhang, Zuchao Li, Hai Zhao |
| 2026 | ACL | RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding. | Zihong Zhang, Zuchao Li, Lefei Zhang, Ping Wang, Hai Zhao |
| 2026 | ACL | TrigReason: Trigger-Based Collaboration between Small and Large Reasoning Models. | Yi Zhao, Yajuan Peng, Cam-Tu Nguyen, Zuchao Li, Xiaoliang Wang, Xiaoming Fu, Hai Zhao |
| 2025 | AAAI | Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection. | 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 |
| 2025 | AAAI | SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away. | Jiliang Hu, Jiajia Li, Ziyi Pan, Chong Chen, Zuchao Li, Ping Wang, Lefei Zhang |
| 2025 | ACL | Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting. | Qiwei Li, Teng Xiao, Zuchao Li, Ping Wang, Mengjia Shen, Hai Zhao |
| 2025 | ACL | KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding. | Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao |
| 2025 | ACL | SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers. | Zicong Tang, Luohe Shi, Zuchao Li, Baoyuan Qi, Guoming Liu, Lefei Zhang, Ping Wang |
| 2025 | ACL | Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models. | Zihong Zhang, Liqi He, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du |
| 2025 | ACL | IAM: Efficient Inference through Attention Mapping between Different-scale LLMs. | Yi Zhao, Zuchao Li, Hai Zhao |
| 2025 | ACL | DAC: A Dynamic Attention-aware Approach for Task-Agnostic Prompt Compression. | Yi Zhao, Zuchao Li, Hai Zhao, Baoyuan Qi, Guoming Liu |
| 2025 | EMNLP | Faster In-Context Learning for LLMs via N-Gram Trie Speculative Decoding. | Jinglin Chen, Qiwei Li, Zuchao Li, Baoyuan Qi, Guoming Liu, Haojun Ai, Hai Zhao, Ping Wang |
| 2025 | EMNLP | ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models. | Jiani Guo, Zuchao Li, Jie Wu, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yu-Jiu Yang |
| 2025 | EMNLP | CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models. | Zicong Tang, Ziyang Ma, Suqing Wang, Zuchao Li, Lefei Zhang, Hai Zhao, Yun Li, Qianren Wang |
| 2025 | EMNLP | From Parameters to Performance: A Data-Driven Study on LLM Structure and Development. | Suqing Wang, Zuchao Li, Luohe Shi, Bo Du, Hai Zhao, Yun Li, Qianren Wang |
| 2025 | EMNLP | Teaching Your Models to Understand Code via Focal Preference Alignment. | Jie Wu, Haoling Li, Xin Zhang, Xiao Liu, Yangyu Huang, Jianwen Luo, Yizhen Zhang, Zuchao Li, Ruihang Chu, Yujiu Yang, Scarlett Li |
| 2025 | EMNLP | Can Large Language Models Be Good Language Teachers? | LiQing Xu, Qiwei Li, Tianshuo Peng, Zuchao Li, Hai Zhao, Ping Wang |
| 2025 | EMNLP | XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression. | Haoqi Yang, Yao Yao, Zuchao Li, Baoyuan Qi, Guoming Liu, Hai Zhao |
| 2025 | EMNLP | AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders. | Yuqi Zhang, Yuchun Miao, Zuchao Li, Liang Ding |
| 2025 | ICASSP | Joint Automatic Speech Recognition And Structure Learning For Better Speech Understanding. | Jiliang Hu, Zuchao Li, Mengjia Shen, Haojun Ai, Sheng Li, Jun Zhang |
| 2025 | ICML | What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning. | Zuchao Li, Yonghua Hei, Qiwei Li, Lefei Zhang, Ping Wang, Hai Zhao, Baoyuan Qi, Guoming Liu |
| 2025 | NAACL | NOTA: Multimodal Music Notation Understanding for Visual Large Language Model. | Mingni Tang, Jiajia Li, Lu Yang, Zhiqiang Zhang, Jinhao Tian, Zuchao Li, Lefei Zhang, Ping Wang |
| 2025 | NAACL | Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction. | Lu Yang, Jiajia Li, En Ci, Lefei Zhang, Zuchao Li, Ping Wang |
| 2024 | AAAI | Multi-Modal Latent Space Learning for Chain-of-Thought Reasoning in Language Models. | Liqi He, Zuchao Li, Xiantao Cai, Ping Wang |
| 2024 | AAAI | A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis. | Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao |
| 2024 | AAAI | N-gram Unsupervised Compoundation and Feature Injection for Better Symbolic Music Understanding. | Jinhao Tian, Zuchao Li, Jiajia Li, Ping Wang |
| 2024 | ACL | Hypergraph based Understanding for Document Semantic Entity Recognition. | Qiwei Li, Zuchao Li, Ping Wang, Haojun Ai, Hai Zhao |
| 2024 | ACL | The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models. | Jiajia Li, Lu Yang, Mingni Tang, Chenchong Chenchong, Zuchao Li, Ping Wang, Hai Zhao |
| 2024 | ACL | SirLLM: Streaming Infinite Retentive LLM. | Yao Yao, Zuchao Li, Hai Zhao |
| 2024 | ACL | GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment. | Yao Yao, Zuchao Li, Hai Zhao |
| 2024 | ACL | Selective Prefix Tuning for Pre-trained Language Models. | Hongyi Zhang, Zuchao Li, Ping Wang, Hai Zhao |
| 2024 | COLING | Soft-Prompting with Graph-of-Thought for Multi-modal Representation Learning. | Juncheng Yang, Zuchao Li, Shuai Xie, Wei Yu, Shijun Li, Bo Du |
| 2024 | ECAI | A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction. | Xiangke Zeng, Zuchao Li, Lefei Zhang, Ping Wang, Hongqiu Wu, Hai Zhao |
| 2024 | EMNLP | VHASR: A Multimodal Speech Recognition System With Vision Hotwords. | Jiliang Hu, Zuchao Li, Ping Wang, Haojun Ai, Lefei Zhang, Hai Zhao |
| 2024 | ICANN | Semantics-Preserved Distortion for Personal Privacy Protection in Information Management. | Jiajia Li, Lu Yang, Letian Peng, Shitou Zhang, Ping Wang, Zuchao Li, Hai Zhao |
| 2024 | ICML | Sparse is Enough in Fine-tuning Pre-trained Large Language Models. | Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du |
| 2024 | NAACL | GoT: Effective Graph-of-Thought Reasoning in Language Models. | Yao Yao, Zuchao Li, Hai Zhao |
| 2023 | AAAI | Fine-Grained Position Helps Memorizing More, a Novel Music Compound Transformer Model with Feature Interaction Fusion. | Zuchao Li, Ruhan Gong, Yineng Chen, Kehua Su |
| 2023 | ACL | FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. | Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao |
| 2023 | ACL | Contextualized Semantic Distance between Highly Overlapped Texts. | Letian Peng, Zuchao Li, Hai Zhao |
| 2023 | ACL | Enhancing Ancient Chinese Understanding with Derived Noisy Syntax Trees. | Ping Wang, Shitou Zhang, Zuchao Li, Jingrui Hou |
| 2023 | ACL | Learning Event-aware Measures for Event Coreference Resolution. | Yao Yao, Zuchao Li, Hai Zhao |
| 2023 | ICLR | Heat Up The Sentiment Learning With ICE. | Yao Yao, Zuchao Li, Hai Zhao |
| 2023 | ICML | Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. | Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao |
| 2023 | IJCAI | iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. | Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao |
| 2023 | KDD | MAPLE: Semi-Supervised Learning with Multi-Alignment and Pseudo-Learning. | Juncheng Yang, Chao Li, Zuchao Li, Wei Yu, Bo Du, Shijun Li |
| 2022 | ACL | Restricted or Not: A General Training Framework for Neural Machine Translation. | Zuchao Li, Masao Utiyama, Eiichiro Sumita, Hai Zhao |
| 2022 | ACL | What Works and Doesn't Work, A Deep Decoder for Neural Machine Translation. | Zuchao Li, Yiran Wang, Masao Utiyama, Eiichiro Sumita, Hai Zhao, Taro Watanabe |
| 2022 | COLING | BiBL: AMR Parsing and Generation with Bidirectional Bayesian Learning. | Ziming Cheng, Zuchao Li, Hai Zhao |
| 2022 | COLING | Nested Named Entity Recognition as Corpus Aware Holistic Structure Parsing. | Yifei Yang, Zuchao Li, Hai Zhao |
| 2022 | EMNLP | Reorder and then Parse, Fast and Accurate Discontinuous Constituency Parsing. | Kailai Sun, Zuchao Li, Hai Zhao |
| 2022 | IJCAI | Explicit Alignment Learning for Neural Machine Translation. | Zuchao Li, Hai Zhao, Fengshun Xiao, Masao Utiyama, Eiichiro Sumita |
| 2021 | ACL | Grammatical Error Correction as GAN-like Sequence Labeling. | Kevin Parnow, Zuchao Li, Hai Zhao |
| 2021 | EMNLP | Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model. | Hongjiang Jing, Zuchao Li, Hai Zhao, Shu Jiang |
| 2021 | EMNLP | MiSS: An Assistant for Multi-Style Simultaneous Translation. | Zuchao Li, Kevin Parnow, Masao Utiyama, Eiichiro Sumita, Hai Zhao |
| 2021 | EMNLP | Unsupervised Neural Machine Translation with Universal Grammar. | Zuchao Li, Masao Utiyama, Eiichiro Sumita, Hai Zhao |
| 2020 | AAAI | Semantics-Aware BERT for Language Understanding. | Zhuosheng Zhang, Yuwei Wu, Hai Zhao, Zuchao Li, Shuailiang Zhang, Xi Zhou, Xiang Zhou |
| 2020 | AAAI | Explicit Sentence Compression for Neural Machine Translation. | Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao |
| 2020 | AAAI | Global Greedy Dependency Parsing. | Zuchao Li, Hai Zhao, Kevin Parnow |
| 2020 | EMNLP | High-order Semantic Role Labeling. | Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow |
| 2020 | EMNLP | Reference Language based Unsupervised Neural Machine Translation. | Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita |
| 2020 | EMNLP | Parsing All: Syntax and Semantics, Dependencies and Spans. | Junru Zhou, Zuchao Li, Hai Zhao |
| 2020 | ICLR | Neural Machine Translation with Universal Visual Representation. | Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, Hai Zhao |
| 2020 | ICLR | Data-dependent Gaussian Prior Objective for Language Generation. | Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, Hai Zhao |
| 2019 | AAAI | Dependency or Span, End-to-End Uniform Semantic Role Labeling. | Zuchao Li, Shexia He, Hai Zhao, Yiqing Zhang, Zhuosheng Zhang, Xi Zhou, Xiang Zhou |
| 2019 | CoNLL | SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing. | Zuchao Li, Hai Zhao, Zhuosheng Zhang, Rui Wang, Masao Utiyama, Eiichiro Sumita |
| 2019 | EMNLP | Syntax-aware Multilingual Semantic Role Labeling. | Shexia He, Zuchao Li, Hai Zhao |
| 2019 | PRICAI | Effective Representation for Easy-First Dependency Parsing. | Zuchao Li, Jiaxun Cai, Hai Zhao |
| 2018 | ACL | Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association. | Yafang Huang, Zuchao Li, Zhuosheng Zhang, Hai Zhao |
| 2018 | ACL | Syntax for Semantic Role Labeling, To Be, Or Not To Be. | Shexia He, Zuchao Li, Hai Zhao, Hongxiao Bai |
| 2018 | COLING | A Full End-to-End Semantic Role Labeler, Syntactic-agnostic Over Syntactic-aware? | Jiaxun Cai, Shexia He, Zuchao Li, Hai Zhao |
| 2018 | COLING | Seq2seq Dependency Parsing. | Zuchao Li, Jiaxun Cai, Shexia He, Hai Zhao |
| 2018 | CoNLL | Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing. | Zuchao Li, Shexia He, Zhuosheng Zhang, Hai Zhao |
| 2018 | EMNLP | A Unified Syntax-aware Framework for Semantic Role Labeling. | Zuchao Li, Shexia He, Jiaxun Cai, Zhuosheng Zhang, Hai Zhao, Gongshen Liu, Linlin Li, Luo Si |
| 2016 | ICPR | High precision gesture sensing via quantitative characterization of the Doppler effect. | Haojun Ai, Yifang Men, Liangliang Han, Zuchao Li, Mengyun Liu |