Lei Li

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 245

Top Venues

Publications

Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions. CoRR (2024)
Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. CoRR (2024)
Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions. ACL (Findings) (2024)
Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang
Provable Robust Watermarking for AI-Generated Text. ICLR (2024)
Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. AAAI (2024)
Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj Singh, William Yang Wang, Lei Li
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. KDD (2024)
André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li
DE-COP: Detecting Copyrighted Content in Language Models Training Data. CoRR (2024)
Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin
SurfPro: Functional Protein Design Based on Continuous Surface. CoRR (2024)
Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. CoRR (2024)
Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. CoRR (2024)
André V. Duarte, João Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira
LumberChunker: Long-Form Narrative Document Segmentation. CoRR (2024)
Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. CoRR (2024)
Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. CoRR (2024)
Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. CoRR (2024)
Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li
Evaluating Durability: Benchmark Insights into Multimodal Watermarking. CoRR (2024)
Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li
Pre-trained Language Models Can be Fully Zero-Shot Learners. ACL (1) (2023)
Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. ICML (2023)
Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. CoRR (2023)
Siqi Ouyang, Lei Li
Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations. CoRR (2023)
Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation. ACL (Findings) (2023)
Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. CoRR (2023)
Zhenqiao Song, Lei Li
Importance Weighted Expectation-Maximization for Protein Sequence Design. ICML (2023)
Siqi Ouyang, Lei Li
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. EMNLP (Findings) (2023)
Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. ACL (1) (2023)
Xuandong Zhao, Yu-Xiang Wang, Lei Li
Protecting Language Generation Models via Invisible Watermarking. ICML (2023)
Zhenqiao Song, Lei Li
Importance Weighted Expectation-Maximization for Protein Sequence Design. CoRR (2023)
Siqi Ouyang, Rong Ye, Lei Li
WACO: Word-Aligned Contrastive Learning for Speech Translation. ACL (1) (2023)
Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. AAAI (2023)
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. ACL (1) (2023)
Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou
Accelerating Antimicrobial Peptide Discovery with Latent Structure. KDD (2023)
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. CoRR (2023)
Yunfei Li, Tao Kong, Lei Li, Yi Wu
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. CoRR (2022)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. ACL (1) (2022)
Siqi Ouyang, Rong Ye, Lei Li
On the Impact of Noises in Crowd-Sourced Data for Speech Translation. IWSLT@ACL (2022)
Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. AAAI (2022)
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
Rethinking Document-level Neural Machine Translation. ACL (Findings) (2022)
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
SOLO: A Simple Framework for Instance Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
On the Learning of Non-Autoregressive Transformers. ICML (2022)
Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. IEEE Robotics Autom. Lett. 7 (1) (2022)
Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li
Learning When to Translate for Streaming Speech. ACL (1) (2022)
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. ACL (Findings) (2022)
Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. ACL (1) (2022)
Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. CoRR (2022)
Rong Ye, Mingxuan Wang, Lei Li
Cross-modal Contrastive Learning for Speech Translation. NAACL-HLT (2022)
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li
Contextual Representation Learning beyond Masked Language Modeling. ACL (1) (2022)
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li
MTG: A Benchmark Suite for Multilingual Text Generation. NAACL-HLT (Findings) (2022)
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li
Enhancing Cross-lingual Transfer by Manifold Mixup. CoRR (2022)
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li
Contextual Representation Learning beyond Masked Language Modeling. CoRR (2022)
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. AAAI (2022)
Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. EMNLP (Findings) (2022)
Xuandong Zhao, Lei Li, Yu-Xiang Wang
Distillation-Resistant Watermarking for Model Protection in NLP. CoRR (2022)
Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. KDD (2022)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. CoRR (2022)
Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. CoRR (2022)
Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. CoRR (2022)
Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting. COLING (2022)
Rong Ye, Mingxuan Wang, Lei Li
Cross-modal Contrastive Learning for Speech Translation. CoRR (2022)
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. CoRR (2022)
Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation. CoRR (2022)
Yunfei Li, Tao Kong, Lei Li, Yi Wu
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. ICRA (2022)
Jiangtao Feng, Yi Zhou, Jun Zhang, Xian Qian, Liwei Wu, Zhexi Zhang, Yanming Liu, Mingxuan Wang, Lei Li, Hao Zhou
PARAGEN : A Parallel Generation Toolkit. CoRR (2022)
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li
Enhancing Cross-lingual Transfer by Manifold Mixup. ICLR (2022)
Xuandong Zhao, Lei Li, Yu-Xiang Wang
Provably Confidential Language Modelling. NAACL-HLT (2022)
Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. CoRR (2022)
Xuandong Zhao, Lei Li, Yu-Xiang Wang
Provably Confidential Language Modelling. CoRR (2022)
Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. ICLR (2022)
Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. ACL (Findings) (2022)
Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. SC (2022)
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
Unsupervised Editing for Counterfactual Stories. AAAI (2022)
Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. ACL/IJCNLP (1) (2021)
Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li
Serial or Parallel? Plug-able Adapter for multilingual machine translation. CoRR (2021)
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
Dense Contrastive Learning for Self-Supervised Visual Pre-Training. CVPR (2021)
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li
Follow Your Path: A Progressive Method for Knowledge Distillation. ECML/PKDD (3) (2021)
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong
Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. NAACL-HLT (Industry Papers) (2021)
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li
Triangular Bidword Generation for Sponsored Search Auction. WSDM (2021)
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
Learning Kernel-Smoothed Machine Translation with Retrieved Examples. CoRR (2021)
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li
Triangular Bidword Generation for Sponsored Search Auction. CoRR (2021)
Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li
Taxonomy Completion via Triplet Matching Network. AAAI (2021)
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong
Secoco: Self-Correcting Encoding for Neural Machine Translation. CoRR (2021)
Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo
Sparse R-CNN: End-to-End Object Detection With Learnable Proposals. CVPR (2021)
Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li
Taxonomy Completion via Triplet Matching Network. CoRR (2021)
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
SOLO: A Simple Framework for Instance Segmentation. CoRR (2021)
Chi Han, Mingxuan Wang, Heng Ji, Lei Li
Learning Shared Semantic Space for Speech-to-Text Translation. CoRR (2021)
Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li
Learning Language Specific Sub-network for Multilingual Machine Translation. ACL/IJCNLP (1) (2021)
Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li
Adversarial Option-Aware Hierarchical Imitation Learning. ICML (2021)
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li
Language Tags Matter for Zero-Shot Neural Machine Translation. ACL/IJCNLP (Findings) (2021)
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. NLPCC (1) (2021)
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li
Follow Your Path: a Progressive Method for Knowledge Distillation. CoRR (2021)
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. CoRR (2021)
Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li
The Volctrans Neural Speech Translation System for IWSLT 2021. IWSLT (2021)
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong
Auto Correcting in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. CoRR (2021)
Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang
LightSeq: Accelerated Training for Transformer-based Models on GPUs. CoRR (2021)
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. WMT@EMNLP (2021)
Zhiyuan Zeng, Jiaze Chen, Weiran Xu, Lei Li
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization. EMNLP (1) (2021)
Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, Lei Li
NeurST: Neural Speech Translation Toolkit. ACL (demo) (2021)
Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia
Scale-Aware Automatic Augmentation for Object Detection. CVPR (2021)
Rong Ye, Mingxuan Wang, Lei Li
End-to-End Speech Translation via Cross-Modal Progressive Training. Interspeech (2021)
Zewei Sun, Mingxuan Wang, Lei Li
Multilingual Translation via Grafting Pre-trained Language Models. EMNLP (Findings) (2021)
Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li
Learning Logic Rules for Document-level Relation Extraction. CoRR (2021)
Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. CoRR (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lei Li