A Reconfigurable Optical Interconnect System for DSAG. - Lei Li 005; Zheng Cao 003; Mingyu Chen 001; Jianping Fan 002 (PDCAT, 2005)

Providing an Uncertainty Reasoning Service for Semantic Web Application. - Lei Li 005; Qiaoling Liu; Yunfeng Tao; Lei Zhang 007; Jian Zhou; Yong Yu 001 (APWeb, 2006)

Laziness is a Virtue: Motion Stitching Using Effort Minimization. - Lei Li 005; James McCann; Christos Faloutsos; Nancy S. Pollard (Eurographics (Short Papers), 2008)

Grid Memory Service Architecture for High Performance Computing. - Lei Li 005; Siyuan Liu 001; Mingyu Chen 001; Jianping Fan 002 (GCC, 2008)

Inferring privacy information via social relations. - Wanhong Xu; Xi Zhou; Lei Li 005 (ICDE Workshops, 2008)

GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol. - Siyuan Liu 001; Lei Li 005; Yiyang Zhao; Jianping Fan 002 (ICPADS, 2008)

Design and Evaluation of Optical Bus in High Performance Computer. - Lei Li 005; Zheng Cao 003; Mingyu Chen 001; Jianping Fan 002 (ICYCS, 2008)

Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps. - Lei Li 005; Wenjie Fu 002; Fan Guo 006; Todd C. Mowry; Christos Faloutsos (KDD, 2008)

Efficient Distribution Mining and Classification. - Yasushi Sakurai; Rosalynn Chong; Lei Li 005; Christos Faloutsos (SDM, 2008)

C-DEM: a multi-modal query system for Drosophila Embryo databases. - Fan Guo 006; Lei Li 005; Christos Faloutsos; Eric P. Xing (Proc. VLDB Endow., 2008)

DynaMMo: mining and summarization of coevolving sequences with missing values. - Lei Li 005; James McCann; Nancy S. Pollard; Christos Faloutsos (KDD, 2009)

Tailoring click models to user goals. - Fan Guo 006; Lei Li 005; Christos Faloutsos (WSCD@WSDM, 2009)

Fast algorithms for time series mining. - Lei Li 005; Christos Faloutsos (ICDE Workshops, 2010)

Metric forensics: a multi-level approach for mining volatile graphs. - Keith Henderson; Tina Eliassi-Rad; Christos Faloutsos; Leman Akoglu; Lei Li 005; Koji Maruhashi; B. Aditya Prakash; Hanghang Tong (KDD, 2010)

BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling. - Lei Li 005; James McCann; Nancy S. Pollard; Christos Faloutsos (Symposium on Computer Animation, 2010)

Efficient Parallel Learning of Hidden Markov Chain Models on SMPs. - Lei Li 005; Bin Fu; Christos Faloutsos (IEICE Trans. Inf. Syst., 2010)

Parsimonious Linear Fingerprinting for Time Series. - Lei Li 005; B. Aditya Prakash; Christos Faloutsos (Proc. VLDB Endow., 2010)

Mobile Phone Graph Evolution: Findings, Model and Interpretation. - Siyuan Liu 001; Lei Li 005; Christos Faloutsos; Lionel M. Ni (ICDM Workshops, 2011)

Time Series Clustering: Complex is Simpler! - Lei Li 005; B. Aditya Prakash (ICML, 2011)

It's who you know: graph mining using recursive structural features. - Keith Henderson; Brian Gallagher; Lei Li 005; Leman Akoglu; Tina Eliassi-Rad; Hanghang Tong; Christos Faloutsos (KDD, 2011)

ThermoCast: a cyber-physical forecasting model for datacenters. - Lei Li 005; Chieh-Jan Mike Liang; Jie Liu 001; Suman Nath; Andreas Terzis; Christos Faloutsos (KDD, 2011)

WindMine: Fast and Effective Mining of Web-click Sequences. - Yasushi Sakurai; Lei Li 005; Yasuko Matsubara; Christos Faloutsos (SDM, 2011)

Fast Algorithms for Mining Co-evolving Time Series. - Lei Li 005 (2011)

RolX: structural role extraction & mining in large graphs. - Keith Henderson; Brian Gallagher; Tina Eliassi-Rad; Hanghang Tong; Sugato Basu; Leman Akoglu; Danai Koutra; Christos Faloutsos; Lei Li 005 (KDD, 2012)

Rise and fall patterns of information diffusion: model and implications. - Yasuko Matsubara; Yasushi Sakurai; B. Aditya Prakash; Lei Li 005; Christos Faloutsos (KDD, 2012)

A Novel Violent Videos Classification Scheme Based on the Bag of Audio Words Features. - Lei Li 005 (Int. J. Comput. Intell. Appl., 2012)

Dynamic Scaled Sampling for Deterministic Constraints. - Lei Li 005; Bharath Ramsundar; Stuart Russell 001 (AISTATS, 2013)

Writing and sketching in the air, recognizing and controlling on the fly. - Sharad Vikram; Lei Li 005; Stuart Russell 001 (CHI Extended Abstracts, 2013)

Hibernating Process: Modelling Mobile Calls at Multiple Scales. - Siyuan Liu 001; Lei Li 005; Rammaya Krishnan (ICDM, 2013)

The Extended Parameter Filter. - Yusuf Erol; Lei Li 005; Bharath Ramsundar; Stuart Russell 001 (ICML (3), 2013)

Why people hate your app: making sense of user feedback in a mobile app store. - Bin Fu; Jialiu Lin; Lei Li 005; Christos Faloutsos; Jason I. Hong; Norman M. Sadeh (KDD, 2013)

Multilinear Dynamical Systems for Tensor Time Series. - Mark Rogers; Lei Li 005; Stuart Russell 001 (NIPS, 2013)

F-Trail: Finding Patterns in Taxi Trajectories. - Yasuko Matsubara; Lei Li 005; Evangelos E. Papalexakis; David Lo 001; Yasushi Sakurai; Christos Faloutsos (PAKDD (1), 2013)

Multimodal Information Fusion for Robust Heart Beat Detection. - Quan Ding; Yong Bai; Yusuf Bugra Erol; Rebeca Salas-Boni; Xiaorong Zhang; Lei Li 005; Xiao Hu 002 (CinC, 2014)

Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter. - Da-Cheng Juan; Lei Li 005; Huan-Kai Peng; Diana Marculescu; Christos Faloutsos (PAKDD (2), 2014)

CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases. - Zihang Dai; Lei Li 005; Wei Xu 017 (ACL (1), 2016)

Swift: Compiled Inference for Probabilistic Programming Languages. - Yi Wu 013; Lei Li 005; Stuart Russell 001; Rastislav Bodík (IJCAI, 2016)

Towards Practical Bayesian Parameter and State Estimation. - Yusuf Bugra Erol; Yi Wu 013; Lei Li 005; Stuart Russell 001 (CoRR, 2016)

Concept over time: the combination of probabilistic topic model with wikipedia knowledge. - Liang Yao; Yin Zhang 006; Baogang Wei; Lei Li 005; Fei Wu 001; Peng Zhang 075; Yali Bian (Expert Syst. Appl., 2016)

A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models. - Yusuf Bugra Erol; Yi Wu 013; Lei Li 005; Stuart Russell 001 (AAAI, 2017)

Overview of the NLPCC 2017 Shared Task: Single Document Summarization. - Lifeng Hua; Xiaojun Wan 001; Lei Li 005 (NLPCC, 2017)

SAM: Semantic Attribute Modulated Language Modeling. - Wenbo Hu 001; Lifeng Hua; Lei Li 005; Tian Wang 002; Jun Zhu 001; Hang Su 006; Bo Zhang 010 (CoRR, 2017)

DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data. - Sun-Hee Kim; Lei Li 005; Christos Faloutsos; Hyung-Jeong Yang; Seong-Whan Lee (J. Inf. Sci. Eng., 2017)

Nonlinear Dynamics of Information Diffusion in Social Networks. - Yasuko Matsubara; Yasushi Sakurai; B. Aditya Prakash; Lei Li 005; Christos Faloutsos (ACM Trans. Web, 2017)

Jersey Number Recognition With Semi-Supervised Spatial Transformer Network. - Gen Li; Shikun Xu; Xiang Liu 017; Lei Li 005; Changhu Wang (CVPR Workshops, 2018)

On Tree-Based Neural Sentence Modeling. - Haoyue Shi 001; Hao Zhou 012; Jiaze Chen; Lei Li 005 (EMNLP, 2018)

Reinforced Co-Training. - Jiawei Wu 003; Lei Li 005; William Yang Wang (NAACL-HLT, 2018)

BRITS: Bidirectional Recurrent Imputation for Time Series. - Wei Cao 007; Dong Wang 037; Jian Li 015; Hao Zhou 012; Lei Li 005; Yitan Li (NeurIPS, 2018)

Overview of the NLPCC 2018 Shared Task: Single Document Summarization. - Lei Li 005; Xiaojun Wan 001 (NLPCC (2), 2018)

CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling. - Ning Miao; Hao Zhou 012; Lili Mou; Rui Yan; Lei Li 005 (AAAI, 2019)

Generating Sentences from Disentangled Syntactic and Semantic Spaces. - Yu Bao; Hao Zhou 012; Shujian Huang; Lei Li 005; Lili Mou; Olga Vechtomova; Xin-Yu Dai; Jiajun Chen 001 (ACL (1), 2019)

Dynamically Fused Graph Network for Multi-hop Reasoning. - Lin Qiu; Yunxuan Xiao; Yanru Qu; Hao Zhou 012; Lei Li 005; Weinan Zhang 001; Yong Yu 001 (ACL (1), 2019)

Generating Fluent Adversarial Examples for Natural Languages. - Huangzhao Zhang; Hao Zhou 012; Ning Miao; Lei Li 005 (ACL (1), 2019)

What You Look Matters?: Offline Evaluation of Advertising Creatives for Cold-start Problem. - Zhichen Zhao; Lei Li 005; Bowen Zhang 007; Meng Wang; Yuning Jiang 001; Li Xu; Fengkun Wang; Wei-Ying Ma (CIKM, 2019)

Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations. - Hao Wu 011; Jiayuan Mao; Yufeng Zhang; Yuning Jiang 001; Lei Li 005; Weiwei Sun 008; Wei-Ying Ma (CVPR, 2019)

Discreteness in Neural Natural Language Processing. - Lili Mou; Hao Zhou 012; Lei Li 005 (EMNLP/IJCNLP (2), 2019)

Towards Linear Time Neural Machine Translation with Capsule Networks. - Mingxuan Wang; Jun Xie; Zhixing Tan; Jinsong Su; Deyi Xiong; Lei Li 005 (EMNLP/IJCNLP (1), 2019)

SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval. - Qing-Yuan Jiang; Yi He; Gen Li; Jian Lin; Lei Li 005; Wu-Jun Li (ICCV, 2019)

VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research. - Xin Wang 061; Jiawei Wu 003; Jun-Kun Chen; Lei Li 005; Yuan-Fang Wang; William Yang Wang (ICCV, 2019)

GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos. - Zhaoyue Sun; Jiaze Chen; Hao Zhou 012; Deyu Zhou; Lei Li 005; Mingmin Jiang (IJCAI, 2019)

Correct-and-Memorize: Learning to Translate from Interactive Revisions. - Rongxiang Weng; Hao Zhou 012; Shujian Huang; Lei Li 005; Yifan Xia; Jiajun Chen 001 (IJCAI, 2019)

Rethinking Text Attribute Transfer: A Lexical Analysis. - Yao Fu; Hao Zhou 012; Jiaze Chen; Lei Li 005 (INLG, 2019)

Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena. - Yunfei Lu; Linyun Yu; Peng Cui 001; Chengxi Zang; Renzhe Xu; Yihao Liu; Lei Li 005; Wenwu Zhu 001 (KDD, 2019)

Kernelized Bayesian Softmax for Text Generation. - Ning Miao; Hao Zhou 012; Chengqi Zhao; Wenxian Shi; Lei Li 005 (NeurIPS, 2019)

UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations. - Hao Wu 011; Jiayuan Mao; Yufeng Zhang; Yuning Jiang 001; Lei Li 005; Weiwei Sun 008; Wei-Ying Ma (CoRR, 2019)

Fixing Gaussian Mixture VAEs for Interpretable Text Generation. - Wenxian Shi; Hao Zhou 012; Ning Miao; Shenjian Zhao; Lei Li 005 (CoRR, 2019)

Effective Domain Knowledge Transfer with Soft Fine-tuning. - Zhichen Zhao; Bowen Zhang 007; Yuning Jiang 001; Li Xu; Lei Li 005; Wei-Ying Ma (CoRR, 2019)

Cross-Lingual Vision-Language Navigation. - An Yan 003; Xin Wang 061; Jiangtao Feng; Lei Li 005; William Yang Wang (CoRR, 2019)

Non-autoregressive Transformer by Position Learning. - Yu Bao; Hao Zhou 012; Jiangtao Feng; Mingxuan Wang; Shujian Huang; Jiajun Chen 001; Lei Li 005 (CoRR, 2019)

SPAN: A Stochastic Projected Approximate Newton Method. - Xunpeng Huang; Xianfeng Liang; Zhengyang Liu 002; Lei Li 005; Yue Yu; Yitan Li (AAAI, 2020)

Task-Aware Monocular Depth Estimation for 3D Object Detection. - Xinlong Wang; Wei Yin 006; Tao Kong; Yuning Jiang 001; Lei Li 005; Chunhua Shen (AAAI, 2020)

Importance-Aware Learning for Neural Headline Editing. - Qingyang Wu; Lei Li 005; Hao Zhou 012; Ying Zeng; Zhou Yu (AAAI, 2020)

Towards Making the Most of BERT in Neural Machine Translation. - Jiacheng Yang; Mingxuan Wang; Hao Zhou 012; Chengqi Zhao; Weinan Zhang 001; Yong Yu 001; Lei Li 005 (AAAI, 2020)

Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods. - Ning Miao; Yuxuan Song; Hao Zhou 012; Lei Li 005 (ACL, 2020)

Xiaomingbot: A Multilingual Robot News Reporter. - Runxin Xu; Jun Cao; Mingxuan Wang; Jiaze Chen; Hao Zhou 012; Ying Zeng; Yuping Wang 005; Li Chen; Xiang Yin 006; Xijin Zhang; Songcheng Jiang; Yuxuan Wang 002; et al. (ACL (demo), 2020)

Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation. - Yuxuan Song; Ning Miao; Hao Zhou 012; Lantao Yu; Mingxuan Wang; Lei Li 005 (AISTATS, 2020)

XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference. - Xinyu Hua; Lei Li 005; Lifeng Hua; Lu Wang 008 (AKBC, 2020)

SOLO: Segmenting Objects by Locations. - Xinlong Wang; Tao Kong; Chunhua Shen; Yuning Jiang 001; Lei Li 005 (ECCV (18), 2020)

On the Sentence Embeddings from Pre-trained Language Models. - Bohan Li; Hao Zhou 012; Junxian He; Mingxuan Wang; Yiming Yang; Lei Li 005 (EMNLP (1), 2020)

Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information. - Zehui Lin; Xiao Pan; Mingxuan Wang; Xipeng Qiu; Jiangtao Feng; Hao Zhou 012; Lei Li 005 (EMNLP (1), 2020)

Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. - Dongyu Ru; Jiangtao Feng; Lin Qiu; Hao Zhou 012; Mingxuan Wang; Weinan Zhang 001; Yong Yu 001; Lei Li 005 (EMNLP (Findings), 2020)

Double Graph Based Reasoning for Document-level Relation Extraction. - Shuang Zeng; Runxin Xu; Baobao Chang; Lei Li 005 (EMNLP (1), 2020)

Constraint Satisfaction Driven Natural Language Generation: A Tree Search Embedded MCMC Approach. - Maosen Zhang; Nan Jiang 012; Lei Li 005; Yexiang Xue (EMNLP (Findings), 2020)

Variational Template Machine for Data-to-Text Generation. - Rong Ye; Wenxian Shi; Hao Zhou 012; Zhongyu Wei; Lei Li 005 (ICLR, 2020)

Mirror-Generative Neural Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Lei Li 005; Xin-Yu Dai; Jiajun Chen 001 (ICLR, 2020)

Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation. - Wenxian Shi; Hao Zhou 012; Ning Miao; Lei Li 005 (ICML, 2020)

SOLOv2: Dynamic and Fast Instance Segmentation. - Xinlong Wang; Rufeng Zhang; Tao Kong; Lei Li 005; Chunhua Shen (NeurIPS, 2020)

QuAChIE: Question Answering based Chinese Information Extraction System. - Dongyu Ru; Zhenghui Wang; Lin Qiu; Hao Zhou 012; Lei Li 005; Weinan Zhang 001; Yong Yu 001 (SIGIR, 2020)

The Volctrans Machine Translation System for WMT20. - Liwei Wu; Xiao Pan; Zehui Lin; Yaoming Zhu; Mingxuan Wang; Lei Li 005 (WMT@EMNLP, 2020)

Volctrans Parallel Corpus Filtering System for WMT 2020. - Runxin Xu; Zhuo Zhi; Jun Cao; Mingxuan Wang; Lei Li 005 (WMT@EMNLP, 2020)

SPAN: A Stochastic Projected Approximate Newton Method. - Xunpeng Huang; Xianfeng Liang; Zhengyang Liu 002; Yue Yu; Lei Li 005 (CoRR, 2020)

SOLOv2: Dynamic, Faster and Stronger. - Xinlong Wang; Rufeng Zhang; Tao Kong; Lei Li 005; Chunhua Shen (CoRR, 2020)

Unsupervised Neural Machine Translation with Indirect Supervision. - Hongxiao Bai; Mingxuan Wang; Hai Zhao; Lei Li 005 (CoRR, 2020)

Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space. - Dongyu Ru; Yating Luo; Lin Qiu; Hao Zhou 012; Lei Li 005; Weinan Zhang 001; Yong Yu 001 (CoRR, 2020)

Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs. - Xunpeng Huang; Hao Zhou 012; Runxin Xu; Zhe Wang; Lei Li 005 (CoRR, 2020)

TED: Triple Supervision Decouples End-to-end Speech-to-text Translation. - Qianqian Dong; Mingxuan Wang; Hao Zhou 012; Shuang Xu; Bo Xu 002; Lei Li 005 (CoRR, 2020)

SDST: Successive Decoding for Speech-to-text Translation. - Qianqian Dong; Mingxuan Wang; Hao Zhou 012; Shuang Xu; Bo Xu 002; Lei Li 005 (CoRR, 2020)

Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach. - Zewei Sun; Mingxuan Wang; Hao Zhou 012; Chengqi Zhao; Shujian Huang; Jiajun Chen 001; Lei Li 005 (CoRR, 2020)

LightSeq: A High Performance Inference Library for Sequence Processing and Generation. - Xiaohui Wang; Ying Xiong; Yang Wei; Mingxuan Wang; Lei Li 005 (CoRR, 2020)

Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach. - Maosen Zhang; Nan Jiang 012; Lei Li 005; Yexiang Xue (CoRR, 2020)

Reciprocal Supervised Learning Improves Neural Machine Translation. - Minkai Xu; Mingxuan Wang; Zhouhan Lin; Hao Zhou 012; Weinan Zhang 001; Lei Li 005 (CoRR, 2020)

NeurST: Neural Speech Translation Toolkit. - Chengqi Zhao; Mingxuan Wang; Lei Li 005 (CoRR, 2020)

Finding Sparse Structure for Domain Specific Neural Machine Translation. - Jianze Liang; Chengqi Zhao; Mingxuan Wang; Xipeng Qiu; Lei Li 005 (CoRR, 2020)

LOREN: Logic Enhanced Neural Reasoning for Fact Verification. - Jiangjie Chen; Qiaoben Bao; Jiaze Chen; Changzhi Sun; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (CoRR, 2020)

VOLT: Improving Vocabularization via Optimal Transport for Machine Translation. - Jingjing Xu 001; Hao Zhou 012; Chun Gan; Zaixiang Zheng; Lei Li 005 (CoRR, 2020)

Towards a new generation of artificial intelligence in China. - Fei Wu 001; Cewu Lu; Mingjie Zhu; Hao Chen 011; Jun Zhu 001; Kai Yu 004; Lei Li 005; Ming Li 005; Qianfeng Chen; Xi Li 001; Xudong Cao; Zhongyuan Wang 006; et al. (Nat. Mach. Intell., 2020)

FoveaBox: Beyound Anchor-Based Object Detection. - Tao Kong; Fuchun Sun 001; Huaping Liu 001; Yuning Jiang 001; Lei Li 005; Jianbo Shi (IEEE Trans. Image Process., 2020)

Consecutive Decoding for Speech-to-text Translation. - Qianqian Dong; Mingxuan Wang; Hao Zhou 012; Shuang Xu; Bo Xu 002; Lei Li 005 (AAAI, 2021)

Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. - Qianqian Dong; Rong Ye; Mingxuan Wang; Hao Zhou 012; Shuang Xu; Bo Xu 002; Lei Li 005 (AAAI, 2021)

ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization. - Xunpeng Huang; Runxin Xu; Hao Zhou 012; Zhe Wang; Zhengyang Liu 002; Lei Li 005 (AAAI, 2021)

Finding Sparse Structures for Domain Specific Neural Machine Translation. - Jianze Liang; Chengqi Zhao; Mingxuan Wang; Xipeng Qiu; Lei Li 005 (AAAI, 2021)

TextGAIL: Generative Adversarial Imitation Learning for Text Generation. - Qingyang Wu; Lei Li 005; Zhou Yu (AAAI, 2021)

Taxonomy Completion via Triplet Matching Network. - Jieyu Zhang 001; Xiangchen Song; Ying Zeng; Jiaze Chen; Jiaming Shen; Yuning Mao; Lei Li 005 (AAAI, 2021)

Learning Shared Semantic Space for Speech-to-Text Translation. - Chi Han; Mingxuan Wang; Heng Ji 001; Lei Li 005 (ACL/IJCNLP (Findings), 2021)

Learning Language Specific Sub-network for Multilingual Machine Translation. - Zehui Lin; Liwei Wu; Mingxuan Wang; Lei Li 005 (ACL/IJCNLP (1), 2021)

Contrastive Learning for Many-to-many Multilingual Neural Machine Translation. - Xiao Pan; Mingxuan Wang; Liwei Wu; Lei Li 005 (ACL/IJCNLP (1), 2021)

Glancing Transformer for Non-Autoregressive Neural Machine Translation. - Lihua Qian; Hao Zhou 012; Yu Bao; Mingxuan Wang; Lin Qiu; Weinan Zhang 001; Yong Yu 001; Lei Li 005 (ACL/IJCNLP (1), 2021)

Probabilistic Graph Reasoning for Natural Proof Generation. - Changzhi Sun; Xinbo Zhang; Jiangjie Chen; Chun Gan; Yuanbin Wu; Jiaze Chen; Hao Zhou 012; Lei Li 005 (ACL/IJCNLP (Findings), 2021)

Contrastive Aligned Joint Learning for Multilingual Summarization. - Danqing Wang; Jiaze Chen; Hao Zhou 012; Xipeng Qiu; Lei Li 005 (ACL/IJCNLP (Findings), 2021)

UniRE: A Unified Label Space for Entity Relation Extraction. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Hao Zhou 012; Lei Li 005; Junchi Yan (ACL/IJCNLP (1), 2021)

Language Tags Matter for Zero-Shot Neural Machine Translation. - Liwei Wu; Shanbo Cheng; Mingxuan Wang; Lei Li 005 (ACL/IJCNLP (Findings), 2021)

Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker. - Runxin Xu; Tianyu Liu 001; Lei Li 005; Baobao Chang (ACL/IJCNLP (1), 2021)

Vocabulary Learning via Optimal Transport for Neural Machine Translation. - Jingjing Xu 001; Hao Zhou 012; Chun Gan; Zaixiang Zheng; Lei Li 005 (ACL/IJCNLP (1), 2021)

NeurST: Neural Speech Translation Toolkit. - Chengqi Zhao; Mingxuan Wang; Qianqian Dong; Rong Ye; Lei Li 005 (ACL (demo), 2021)

Scale-Aware Automatic Augmentation for Object Detection. - Yukang Chen; Yanwei Li; Tao Kong; Lu Qi; Ruihang Chu; Lei Li 005; Jiaya Jia (CVPR, 2021)

Locate Then Segment: A Strong Pipeline for Referring Image Segmentation. - Ya Jing; Tao Kong; Wei Wang 115; Liang Wang 001; Lei Li 005; Tieniu Tan (CVPR, 2021)

Sparse R-CNN: End-to-End Object Detection With Learnable Proposals. - Peize Sun; Rufeng Zhang; Yi Jiang 004; Tao Kong; Chenfeng Xu; Wei Zhan; Masayoshi Tomizuka; Lei Li 005; Zehuan Yuan; Changhu Wang; Ping Luo 002 (CVPR, 2021)

Dense Contrastive Learning for Self-Supervised Visual Pre-Training. - Xinlong Wang; Rufeng Zhang; Chunhua Shen; Tao Kong; Lei Li 005 (CVPR, 2021)

ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Hao Zhou 012; Lei Li 005; Junchi Yan (EACL, 2021)

Learning Kernel-Smoothed Machine Translation with Retrieved Examples. - Qingnan Jiang; Mingxuan Wang; Jun Cao; Shanbo Cheng; Shujian Huang; Lei Li 005 (EMNLP (1), 2021)

Learning Logic Rules for Document-Level Relation Extraction. - Dongyu Ru; Changzhi Sun; Jiangtao Feng; Lin Qiu; Hao Zhou 012; Weinan Zhang 001; Yong Yu 001; Lei Li 005 (EMNLP (1), 2021)

Multilingual Translation via Grafting Pre-trained Language Models. - Zewei Sun; Mingxuan Wang; Lei Li 005 (EMNLP (Findings), 2021)

Secoco: Self-Correcting Encoding for Neural Machine Translation. - Tao Wang 086; Chengqi Zhao; Mingxuan Wang; Lei Li 005; Hang Li 001; Deyi Xiong (EMNLP (Findings), 2021)

Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization. - Zhiyuan Zeng 002; Jiaze Chen; Weiran Xu; Lei Li 005 (EMNLP (1), 2021)

Counter-Interference Adapter for Multilingual Machine Translation. - Yaoming Zhu; Jiangtao Feng; Chengqi Zhao; Mingxuan Wang; Lei Li 005 (EMNLP (Findings), 2021)

MARS: Markov Molecular Sampling for Multi-objective Drug Discovery. - Yutong Xie 007; Chence Shi; Hao Zhou 012; Yuwei Yang; Weinan Zhang 001; Yong Yu 001; Lei Li 005 (ICLR, 2021)

Adversarial Option-Aware Hierarchical Imitation Learning. - Mingxuan Jing; Wenbing Huang 001; Fuchun Sun 001; Xiaojian Ma 001; Tao Kong; Chuang Gan 001; Lei Li 005 (ICML, 2021)

End-to-End Speech Translation via Cross-Modal Progressive Training. - Rong Ye; Mingxuan Wang; Lei Li 005 (Interspeech, 2021)

Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation. - Yiming Li; Tao Kong; Ruihang Chu; Yifeng Li; Peng Wang 024; Lei Li 005 (IROS, 2021)

Learning to Design and Construct Bridge without Blueprint. - Yunfei Li 005; Tao Kong; Lei Li 005; Yifeng Li; Yi Wu 013 (IROS, 2021)

The Volctrans Neural Speech Translation System for IWSLT 2021. - Chengqi Zhao; Zhicheng Liu; Jian Tong; Tao Wang 086; Mingxuan Wang; Rong Ye; Qianqian Dong; Jun Cao; Lei Li 005 (IWSLT, 2021)

Generative Imagination Elevates Machine Translation. - Quanyu Long; Mingxuan Wang; Lei Li 005 (NAACL-HLT, 2021)

Cross-lingual Supervision Improves Unsupervised Neural Machine Translation. - Mingxuan Wang; Hongxiao Bai; Lei Li 005; Hai Zhao (NAACL-HLT (Industry Papers), 2021)

LightSeq: A High Performance Inference Library for Transformers. - Xiaohui Wang; Ying Xiong; Yang Wei; Mingxuan Wang; Lei Li 005 (NAACL-HLT (Industry Papers), 2021)

Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. - Tao Wang 086; Chengqi Zhao; Mingxuan Wang; Lei Li 005; Deyi Xiong (NAACL-HLT (Industry Papers), 2021)

Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Jiajun Chen 001; Jingjing Xu 001; Lei Li 005 (NeurIPS, 2021)

CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level. - Danqing Wang; Jiaze Chen; Xianze Wu; Hao Zhou 012; Lei Li 005 (NLPCC (1), 2021)

Follow Your Path: A Progressive Method for Knowledge Distillation. - Wenxian Shi; Yuxuan Song; Hao Zhou 012; Bohan Li; Lei Li 005 (ECML/PKDD (3), 2021)

The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21. - Lihua Qian; Yi Zhou 018; Zaixiang Zheng; Yaoming Zhu; Zehui Lin; Jiangtao Feng; Shanbo Cheng; Lei Li 005; Mingxuan Wang; Hao Zhou 012 (WMT@EMNLP, 2021)

Triangular Bidword Generation for Sponsored Search Auction. - Zhenqiao Song; Jiaze Chen; Hao Zhou 012; Lei Li 005 (WSDM, 2021)

Auto Correcting in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation. - Tao Wang 086; Chengqi Zhao; Mingxuan Wang; Lei Li 005; Deyi Xiong (CoRR, 2021)

Serial or Parallel? Plug-able Adapter for multilingual machine translation. - Yaoming Zhu; Jiangtao Feng; Chengqi Zhao; Mingxuan Wang; Lei Li 005 (CoRR, 2021)

MTG: A Benchmarking Suite for Multilingual Text Generation. - Yiran Chen 013; Zhenqiao Song; Xianze Wu; Danqing Wang; Jingjing Xu 001; Jiaze Chen; Hao Zhou 012; Lei Li 005 (CoRR, 2021)

UniST: Unified End-to-end Model for Streaming and Non-streaming Speech Translation. - Qianqian Dong; Yaoming Zhu; Mingxuan Wang; Lei Li 005 (CoRR, 2021)

LightSeq: Accelerated Training for Transformer-based Models on GPUs. - Xiaohui Wang; Ying Xiong; Xian Qian; Yang Wei; Lei Li 005; Mingxuan Wang (CoRR, 2021)

CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level. - Danqing Wang; Jiaze Chen; Xianze Wu; Hao Zhou 012; Lei Li 005 (CoRR, 2021)

A Survey on Green Deep Learning. - Jingjing Xu 001; Wangchunshu Zhou; Zhiyi Fu; Hao Zhou 012; Lei Li 005 (CoRR, 2021)

Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision. - Chenyang Huang 001; Hao Zhou 012; Osmar R. Zaïane; Lili Mou; Lei Li 005 (AAAI, 2022)

LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification. - Jiangjie Chen; Qiaoben Bao; Changzhi Sun; Xinbo Zhang; Jiaze Chen; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (AAAI, 2022)

Unsupervised Editing for Counterfactual Stories. - Jiangjie Chen; Chun Gan; Sijie Cheng; Hao Zhou 012; Yanghua Xiao; Lei Li 005 (AAAI, 2022)

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. - Yu Bao; Hao Zhou 012; Shujian Huang; Dongqi Wang 005; Lihua Qian; Xinyu Dai; Jiajun Chen 001; Lei Li 005 (ACL (1), 2022)

E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning. - Jiangjie Chen; Rui Xu 026; Ziquan Fu; Wei Shi; Zhongqiao Li; Xinbo Zhang; Changzhi Sun; Lei Li 005; Yanghua Xiao; Hao Zhou 012 (ACL (Findings), 2022)

Learning When to Translate for Streaming Speech. - Qian Dong; Yaoming Zhu; Mingxuan Wang; Lei Li 005 (ACL (1), 2022)

STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation. - Qingkai Fang; Rong Ye; Lei Li 005; Yang Feng 004; Mingxuan Wang (ACL (1), 2022)

Contextual Representation Learning beyond Masked Language Modeling. - Zhiyi Fu; Wangchunshu Zhou; Jingjing Xu 001; Hao Zhou 012; Lei Li 005 (ACL (1), 2022)

Rethinking Document-level Neural Machine Translation. - Zewei Sun; Mingxuan Wang; Hao Zhou 012; Chengqi Zhao; Shujian Huang; Jiajun Chen 001; Lei Li 005 (ACL (Findings), 2022)

Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation. - Xuandong Zhao; Zhiguo Yu; Ming Wu; Lei Li 005 (ACL (Findings), 2022)

Calibrating Factual Knowledge in Pretrained Language Models. - Qingxiu Dong; Damai Dai; Yifan Song; Jingjing Xu 001; Zhifang Sui; Lei Li 005 (EMNLP (Findings), 2022)

Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis. - Wenda Xu; Yi-Lin Tuan; Yujie Lu; Michael Saxon; Lei Li 005; William Yang Wang (EMNLP (Findings), 2022)

Distillation-Resistant Watermarking for Model Protection in NLP. - Xuandong Zhao; Lei Li 005; Yu-Xiang Wang 003 (EMNLP (Findings), 2022)

switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder. - Zhenqiao Song; Hao Zhou 012; Lihua Qian; Jingjing Xu 001; Shanbo Cheng; Mingxuan Wang; Lei Li 005 (ICLR, 2022)

Enhancing Cross-lingual Transfer by Manifold Mixup. - Huiyun Yang; Huadong Chen; Hao Zhou 012; Lei Li 005 (ICLR, 2022)

On the Learning of Non-Autoregressive Transformers. - Fei Huang 005; Tianhua Tao; Hao Zhou 012; Lei Li 005; Minlie Huang (ICML, 2022)

Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets. - Yunfei Li 005; Tao Kong; Lei Li 005; Yi Wu 013 (ICRA, 2022)

On the Impact of Noises in Crowd-Sourced Data for Speech Translation. - Siqi Ouyang; Rong Ye; Lei Li 005 (IWSLT@ACL, 2022)

Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model. - Yunfei Lu; Peng Cui 001; Linyun Yu; Lei Li 005; Wenwu Zhu 001 (KDD, 2022)

MTG: A Benchmark Suite for Multilingual Text Generation. - Yiran Chen 013; Zhenqiao Song; Xianze Wu; Danqing Wang; Jingjing Xu 001; Jiaze Chen; Hao Zhou 012; Lei Li 005 (NAACL-HLT (Findings), 2022)

Cross-modal Contrastive Learning for Speech Translation. - Rong Ye; Mingxuan Wang; Lei Li 005 (NAACL-HLT, 2022)

Provably Confidential Language Modelling. - Xuandong Zhao; Lei Li 005; Yu-Xiang Wang 003 (NAACL-HLT, 2022)

LightSeq2: Accelerated Training for Transformer-Based Models on GPUs. - Xiaohui Wang; Yang Wei; Ying Xiong; Guyue Huang; Xian Qian; Yufei Ding 001; Mingxuan Wang; Lei Li 005 (SC, 2022)

PARAGEN : A Parallel Generation Toolkit. - Jiangtao Feng; Yi Zhou 018; Jun Zhang; Xian Qian; Liwei Wu; Zhexi Zhang; Yanming Liu; Mingxuan Wang; Lei Li 005; Hao Zhou 012 (CoRR, 2022)

SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation. - Wenda Xu; Xian Qian; Mingxuan Wang; Lei Li 005; William Yang Wang (CoRR, 2022)

Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model. - Danqing Wang; Zeyu Wen; Fei Ye; Hao Zhou 012; Lei Li 005 (CoRR, 2022)

Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models. - Jingjing Xu 001; Qingxiu Dong; Hongyi Liu 008; Lei Li 005 (CoRR, 2022)

Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation. - Fei Yuan 006; Yinquan Lu; Wenhao Zhu; Lingpeng Kong; Lei Li 005; Jingjing Xu 001 (CoRR, 2022)

SOLO: A Simple Framework for Instance Segmentation. - Xinlong Wang; Rufeng Zhang; Chunhua Shen; Tao Kong; Lei Li 005 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation. - Ruihang Chu; Yukang Chen; Tao Kong; Lu Qi; Lei Li 005 (IEEE Robotics Autom. Lett., 2022)

Converge to the Truth: Factual Error Correction via Iterative Constrained Editing. - Jiangjie Chen; Rui Xu 026; Wenxuan Zeng; Changzhi Sun; Lei Li 005; Yanghua Xiao (AAAI, 2023)

Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge. - Jiangjie Chen; Wei Shi; Ziquan Fu; Sijie Cheng; Lei Li 005; Yanghua Xiao (ACL (1), 2023)

WACO: Word-Aligned Contrastive Learning for Speech Translation. - Siqi Ouyang; Rong Ye; Lei Li 005 (ACL (1), 2023)

SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes. - Wenda Xu; Xian Qian; Mingxuan Wang; Lei Li 005; William Yang Wang (ACL (1), 2023)

Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation. - Fei Yuan 006; Yinquan Lu; Wenhao Zhu; Lingpeng Kong; Lei Li 005; Yu Qiao 001; Jingjing Xu 001 (ACL (Findings), 2023)

Pre-trained Language Models Can be Fully Zero-Shot Learners. - Xuandong Zhao; Siqi Ouyang; Zhiguo Yu; Ming Wu; Lei Li 005 (ACL (1), 2023)

AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models. - Siqi Ouyang; Lei Li 005 (EMNLP (Findings), 2023)

Learning from Mistakes via Cooperative Study Assistant for Large Language Models. - Danqing Wang; Lei Li 005 (EMNLP, 2023)

Extrapolating Multilingual Understanding Models as Multilingual Generators. - Bohong Wu; Fei Yuan 006; Hai Zhao; Lei Li 005; Jingjing Xu 001 (EMNLP (Findings), 2023)

INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback. - Wenda Xu; Danqing Wang; Liangming Pan; Zhenqiao Song; Markus Freitag; William Wang 001; Lei Li 005 (EMNLP, 2023)

Importance Weighted Expectation-Maximization for Protein Sequence Design. - Zhenqiao Song; Lei Li 005 (ICML, 2023)

ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval. - Kexun Zhang; Xianjun Yang; William Yang Wang; Lei Li 005 (ICML, 2023)

Protecting Language Generation Models via Invisible Watermarking. - Xuandong Zhao; Yu-Xiang Wang 003; Lei Li 005 (ICML, 2023)

Accelerating Antimicrobial Peptide Discovery with Latent Structure. - Danqing Wang; Zeyu Wen; Fei Ye; Lei Li 005; Hao Zhou 012 (KDD, 2023)

Statistical Knowledge Assessment for Large Language Models. - Qingxiu Dong; Jingjing Xu 001; Lingpeng Kong; Zhifang Sui; Lei Li 005 (NeurIPS, 2023)

ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers. - Kexun Zhang; Danqing Wang; Jingtao Xia; William Yang Wang; Lei Li 005 (NeurIPS, 2023)

A Survey for In-context Learning. - Qingxiu Dong; Lei Li 039; Damai Dai; Ce Zheng; Zhiyong Wu 011; Baobao Chang; Xu Sun 001; Jingjing Xu 001; Lei Li 005; Zhifang Sui (CoRR, 2023)

VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum. - Huanyu Bian; Zhilong Jia; Menghan Dou; Yuan Fang; Lei Li 005; Yiming Zhao; Hanchao Wang; Zhaohui Zhou; Wei Wang 115; Wenyu Zhu; Ye Li; Yang Yang 059; et al. (CoRR, 2023)

HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction. - Yijun Wang; Changzhi Sun; Yuanbin Wu; Lei Li 005; Junchi Yan; Hao Zhou 012 (CoRR, 2023)

Statistical Knowledge Assessment for Generative Language Models. - Qingxiu Dong; Jingjing Xu 001; Lingpeng Kong; Zhifang Sui; Lei Li 005 (CoRR, 2023)

Learn from Mistakes through Cooperative Interaction with Study Assistant. - Danqing Wang; Lei Li 005 (CoRR, 2023)

Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations. - Siqi Ouyang; Lei Li 005 (CoRR, 2023)

Generative Autoencoders as Watermark Attackers: Analyses of Vulnerabilities and Threats. - Xuandong Zhao; Kexun Zhang; Yu-Xiang Wang 003; Lei Li 005 (CoRR, 2023)

Extrapolating Large Language Models to Non-English by Aligning Languages. - Wenhao Zhu; Yunzhe Lv; Qingxiu Dong; Fei Yuan 006; Jingjing Xu 001; Shujian Huang; Lingpeng Kong; Jiajun Chen 001; Lei Li 005 (CoRR, 2023)

Joint Design of Protein Sequence and Structure based on Motifs. - Zhenqiao Song; Yunlong Zhao 002; Yufei Song; Wenxian Shi; Yang Yang 059; Lei Li 005 (CoRR, 2023)

Learning Personalized Story Evaluation. - Danqing Wang; Kevin Yang; Hanlin Zhu; Xiaomeng Yang; Andrew Cohen; Lei Li 005; Yuandong Tian (CoRR, 2023)

Functional Geometry Guided Protein Sequence and Backbone Structure Co-Design. - Zhenqiao Song; Yunlong Zhao 002; Wenxian Shi; Yang Yang 059; Lei Li 005 (CoRR, 2023)

Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding. - Kexun Zhang; Hongqiao Chen; Lei Li 005; William Yang Wang (CoRR, 2023)

How Multilingual is Multilingual LLM? - Fei Yuan 006; Shuai Yuan 018; Zhiyong Wu 011; Lei Li 005 (CoRR, 2023)

Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback. - Wenda Xu; Daniel Deutsch; Mara Finkelstein; Juraj Juraska; Biao Zhang; Zhongtao Liu; William Yang Wang; Lei Li 005; Markus Freitag (CoRR, 2023)

Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages. - Sameer Jain; Sedrick Scott Keh; Shova Chettri; Karun Dewan; Pablo Izquierdo; Johanna Prussman; Pooja Shrestha; César Suárez; Zheyuan Ryan Shi; Lei Li 005; Fei Fang 001 (AAAI, 2024)

Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement. - Wenda Xu; Guanglei Zhu; Xuandong Zhao; Liangming Pan; Lei Li 005; William Wang 001 (ACL (1), 2024)

How Vocabulary Sharing Facilitates Multilingualism in LLaMA? - Fei Yuan 006; Shuai Yuan 018; Zhiyong Wu 011; Lei Li 005 (ACL (Findings), 2024)

Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions. - Kexun Zhang; Yee Man Choi; Zhenqiao Song; Taiqi He; William Yang Wang; Lei Li 005 (ACL (Findings), 2024)

A Survey on In-context Learning. - Qingxiu Dong; Lei Li 039; Damai Dai; Ce Zheng; Jingyuan Ma; Rui Li 094; Heming Xia; Jingjing Xu 001; Zhiyong Wu 011; Baobao Chang; Xu Sun 001; Lei Li 005; et al. (EMNLP, 2024)

LumberChunker: Long-Form Narrative Document Segmentation. - André V. Duarte; João Marques; Miguel Graça; Miguel Freire; Lei Li 005; Arlindo L. Oliveira (EMNLP (Findings), 2024)

LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages. - Yinquan Lu; Wenhao Zhu; Lei Li 005; Yu Qiao 001; Fei Yuan 006 (EMNLP (Findings), 2024)

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. - Jielin Qiu; Andrea Madotto; Zhaojiang Lin; Paul A. Crook; Yifan Ethan Xu; Babak Damavandi; Xin Dong 001; Christos Faloutsos; Lei Li 005; Seungwhan Moon (EMNLP (Findings), 2024)

Learning Personalized Alignment for Evaluating Open-ended Text Generation. - Danqing Wang; Kevin Yang; Hanlin Zhu; Xiaomeng Yang; Andrew Cohen; Lei Li 005; Yuandong Tian (EMNLP, 2024)

BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment. - Wenda Xu; Jiachen Li; William Yang Wang; Lei Li 005 (EMNLP, 2024)

Provable Robust Watermarking for AI-Generated Text. - Xuandong Zhao; Prabhanjan Vijendra Ananth; Lei Li 005; Yu-Xiang Wang 003 (ICLR, 2024)

DE-COP: Detecting Copyrighted Content in Language Models Training Data. - André V. Duarte; Xuandong Zhao; Arlindo L. Oliveira; Lei Li 005 (ICML, 2024)

SurfPro: Functional Protein Design Based on Continuous Surface. - Zhenqiao Song; Tinglin Huang; Lei Li 005; Wengong Jin (ICML, 2024)

Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates. - Zhenqiao Song; Yunlong Zhao 002; Wenxian Shi; Wengong Jin; Yang Yang 059; Lei Li 005 (ICML, 2024)

Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning. - Danqing Wang; Antonis Antoniades; Kha-Dinh Luong; Edwin Zhang; Mert Kosan; Jiachen Li; Ambuj K. Singh; William Yang Wang; Lei Li 005 (KDD, 2024)

LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback. - Wenda Xu; Daniel Deutsch; Mara Finkelstein; Juraj Juraska; Biao Zhang; Zhongtao Liu; William Yang Wang; Lei Li 005; Markus Freitag (NAACL-HLT (Findings), 2024)

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. - Wenhao Zhu; Hongyi Liu 008; Qingxiu Dong; Jingjing Xu 001; Shujian Huang; Lingpeng Kong; Jiajun Chen 001; Lei Li 005 (NAACL-HLT (Findings), 2024)

MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages. - Zixian Huang; Wenhao Zhu; Gong Cheng 001; Lei Li 005; Fei Yuan 006 (NeurIPS, 2024)

Invisible Image Watermarks Are Provably Removable Using Generative AI. - Xuandong Zhao; Kexun Zhang; Zihao Su; Saastha Vasan; Ilya Grishchenko; Christopher Kruegel; Giovanni Vigna; Yu-Xiang Wang 003; Lei Li 005 (NeurIPS, 2024)

Weak-to-Strong Jailbreaking on Large Language Models. - Xuandong Zhao; Xianjun Yang; Tianyu Pang; Chao Du; Lei Li 005; Yu-Xiang Wang 003; William Yang Wang (CoRR, 2024)

KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models. - Fei Yuan 006; Chang Ma; Shuai Yuan 018; Qiushi Sun; Lei Li 005 (CoRR, 2024)

Permute-and-Flip: An optimally robust and watermarkable decoder for LLMs. - Xuandong Zhao; Lei Li 005; Yu-Xiang Wang 003 (CoRR, 2024)

Perils of Self-Feedback: Self-Bias Amplifies in Large Language Models. - Wenda Xu; Guanglei Zhu; Xuandong Zhao; Liangming Pan; Lei Li 005; William Yang Wang (CoRR, 2024)

Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling. - Yuwei Yang; Siqi Ouyang; Xueyu Hu; Mingyue Zheng; Hao Zhou 012; Lei Li 005 (CoRR, 2024)

Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions. - Kexun Zhang; Yee Man Choi; Zhenqiao Song; Taiqi He; William Yang Wang; Lei Li 005 (CoRR, 2024)

Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition. - Jielin Qiu; William Han; Winfred Wang; Zhengyuan Yang; Linjie Li; Jianfeng Wang; Christos Faloutsos; Lei Li 005; Lijuan Wang (CoRR, 2024)

MindMerger: Efficient Boosting LLM Reasoning in non-English Languages. - Zixian Huang; Wenhao Zhu; Gong Cheng 001; Lei Li 005; Fei Yuan 006 (CoRR, 2024)

Evaluating Durability: Benchmark Insights into Multimodal Watermarking. - Jielin Qiu; William Han; Xuandong Zhao; Shangbang Long; Christos Faloutsos; Lei Li 005 (CoRR, 2024)

BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM. - Wenda Xu; Jiachen Li; William Yang Wang; Lei Li 005 (CoRR, 2024)

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. - Kexun Zhang; Weiran Yao; Zuxin Liu; Yihao Feng; Zhiwei Liu 001; Rithesh Murthy; Tian Lan 006; Lei Li 005; Renze Lou; Jiacheng Xu 001; Bo Pang 004; Yingbo Zhou; et al. (CoRR, 2024)

CMU's IWSLT 2024 Simultaneous Speech Translation System. - Xi Xu; Siqi Ouyang; Brian Yan; Patrick Fernandes; William Chen; Lei Li 005; Graham Neubig; Shinji Watanabe 001 (CoRR, 2024)

FASST: Fast LLM-based Simultaneous Speech Translation. - Siqi Ouyang; Xi Xu; Chinmay Dandekar; Lei Li 005 (CoRR, 2024)

TypedThinker: Typed Thinking Improves Large Language Model Reasoning. - Danqing Wang; Jianxin Ma; Fei Fang 001; Lei Li 005 (CoRR, 2024)

Efficiently Identifying Watermarked Segments in Mixed-Source Texts. - Xuandong Zhao; Chenwen Liao; Yu-Xiang Wang 003; Lei Li 005 (CoRR, 2024)

Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems. - Chinmay Dandekar; Wenda Xu; Xi Xu; Siqi Ouyang; Lei Li 005 (CoRR, 2024)

Understanding the Role of LLMs in Multimodal Evaluation Benchmarks. - Botian Jiang; Lei Li 005; Xiaonan Li; Zhaowei Li; Xiachong Feng; Lingpeng Kong; Qi Liu 003; Xipeng Qiu (CoRR, 2024)

Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models. - Danqing Wang; Zhuorui Ye; Fei Fang 001; Lei Li 005 (CoRR, 2024)

Scaling LLM Inference with Optimized Sample Compute Allocation. - Kexun Zhang; Shang Zhou; Danqing Wang; William Yang Wang; Lei Li 005 (CoRR, 2024)

LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation. - Fei Yuan 006; Yinquan Lu; Lei Li 005; Jingjing Xu 001 (ACL (Findings), 2025)

Extrapolating to Unknown Opinions Using LLMs. - Kexun Zhang; Jane Dwivedi-Yu; Zhaojiang Lin; Yuning Mao; William Yang Wang; Lei Li 005; Yi-Chia Wang (COLING, 2025)

TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking. - Danqing Wang; Jianxin Ma; Fei Fang 001; Lei Li 005 (ICLR, 2025)

Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling. - Wenda Xu; Rujun Han; Zifeng Wang 002; Long T. Le; Dhruv Madeka; Lei Li 005; William Yang Wang; Rishabh Agarwal; Chen-Yu Lee; Tomas Pfister (ICLR, 2025)

Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents. - Kexun Zhang; Weiran Yao; Zuxin Liu; Yihao Feng; Zhiwei Liu 001; Rithesh R. N.; Tian Lan 006; Lei Li 005; Renze Lou; Jiacheng Xu 001; Bo Pang 004; Yingbo Zhou; et al. (ICLR, 2025)

Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs. - Xuandong Zhao; Lei Li 005; Yu-Xiang Wang 003 (ICLR, 2025)

Anticipating Future with Large Language Model for Simultaneous Machine Translation. - Siqi Ouyang; Oleksii Hrinchuk; Zhehuai Chen; Vitaly Lavrukhin; Jagadeesh Balam; Lei Li 005; Boris Ginsburg (NAACL (Long Papers), 2025)

A Practical Examination of AI-Generated Text Detectors for Large Language Models. - Brian Tufts; Xuandong Zhao; Lei Li 005 (NAACL (Findings), 2025)

Revealing the Barriers of Language Agents in Planning. - Jian Xie; Kexun Zhang; Jiangjie Chen; Siyu Yuan; Kai Zhang 033; Yikai Zhang 004; Lei Li 005; Yanghua Xiao (NAACL (Long Papers), 2025)

CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation. - Xi Xu; Wenda Xu; Siqi Ouyang; Lei Li 005 (NAACL (Findings), 2025)

KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models. - Fei Yuan 006; Chang Ma; Shuai Yuan 018; Qiushi Sun; Lei Li 005 (NAACL (Long Papers), 2025)

Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation. - Kexun Zhang; Shang Zhou; Danqing Wang; William Yang Wang; Lei Li 005 (NAACL (Long Papers), 2025)

SoK: Watermarking for AI-Generated Content. - Xuandong Zhao; Sam Gunn; Miranda Christ; Jaiden Fairoze; Andres Fabrega; Nicholas Carlini; Sanjam Garg; Sanghyun Hong 001; Milad Nasr; Florian Tramèr; Somesh Jha; Lei Li 005; et al. (SP, 2025)

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models. - Xu Huang; Wenhao Zhu; Hanxu Hu; Conghui He; Lei Li 005; Shujian Huang; Fei Yuan 006 (CoRR, 2025)

DIS-CO: Discovering Copyrighted Content in VLMs Training Data. - André V. Duarte; Xuandong Zhao; Arlindo L. Oliveira; Lei Li 005 (CoRR, 2025)

InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model. - Siqi Ouyang; Xi Xu; Lei Li 005 (CoRR, 2025)

Quantum-Enhanced LLM Efficient Fine Tuning. - Xiaofei Kong; Lei Li 005; Menghan Dou; Zhaoyun Chen; Yuchun Wu; Guoping Guo (CoRR, 2025)

Could Thinking Multilingually Empower LLM Reasoning? - Changjiang Gao; Xu Huang; Wenhao Zhu; Shujian Huang; Lei Li 005; Fei Yuan 006 (CoRR, 2025)

Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters. - Danqing Wang; Zhuorui Ye; Xinran Zhao; Fei Fang 001; Lei Li 005 (CoRR, 2025)

CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback. - Qiushi Sun; Jinyang Gong; Lei Li 005; Qipeng Guo; Fei Yuan 006 (CoRR, 2025)