Lei Li

399 papers A* 81A 11B 3C 2Journal 199Unranked 102
YearRankTypeTitle / Venue / Authors
2025 — conf
A Practical Examination of AI-Generated Text Detectors for Large Language Models.
NAACL (Findings)
Brian Tufts, Xuandong Zhao, Lei Li
2025 — conf
Anticipating Future with Large Language Model for Simultaneous Machine Translation.
NAACL (Long Papers)
Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2025 — conf
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models.
EMNLP (Findings)
Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan
2025 J jnl
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models.
CoRR
Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan
2025 — conf
BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform.
EMNLP (System Demonstrations)
Xi Xu, Sumin Jo, Adam Officer, Angela Chen, Yufei Huang, Lei Li
2025 — conf
CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation.
NAACL (Findings)
Xi Xu, Wenda Xu, Siqi Ouyang, Lei Li
2025 J jnl
CMU's IWSLT 2025 Simultaneous Speech Translation System.
CoRR
Siqi Ouyang, Xi Xu, Lei Li
2025 J jnl
CodeEvo: Interaction-Driven Synthesis of Code-centric Data through Hybrid and Iterative Feedback.
CoRR
Qiushi Sun, Jinyang Gong, Lei Li, Qipeng Guo, Fei Yuan
2025 J jnl
Could Thinking Multilingually Empower LLM Reasoning?
CoRR
Changjiang Gao, Xu Huang, Wenhao Zhu, Shujian Huang, Lei Li, Fei Yuan
2025 A* conf
DIS-CO: Discovering Copyrighted Content in VLMs Training Data.
ICML
André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li
2025 J jnl
DIS-CO: Discovering Copyrighted Content in VLMs Training Data.
CoRR
André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li
2025 A* conf
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.
ICLR
Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh R. N., Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong
2025 — conf
Efficiently Identifying Watermarked Segments in Mixed-Source Texts.
ACL (1)
Xuandong Zhao, Chenwen Liao, Yuxiang Wang, Lei Li
2025 B conf
Extrapolating to Unknown Opinions Using LLMs.
COLING
Kexun Zhang, Jane Dwivedi-Yu, Zhaojiang Lin, Yuning Mao, William Yang Wang, Lei Li, Yi-Chia Wang
2025 J jnl
HardTests: Synthesizing High-Quality Test Cases for LLM Coding.
CoRR
Zhongmou He, Yee Man Choi, Kexun Zhang, Jiabao Ji, Junting Zhou, Dejia Xu, Ivan Bercovich, Aidan Zhang, Lei Li
2025 — conf
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model.
ACL (Findings)
Siqi Ouyang, Xi Xu, Lei Li
2025 J jnl
InfiniSST: Simultaneous Translation of Unbounded Speech with Large Language Model.
CoRR
Siqi Ouyang, Xi Xu, Lei Li
2025 J jnl
InteractScience: Programmatic and Visually-Grounded Evaluation of Interactive Scientific Demonstration Code Generation.
CoRR
Qiaosheng Chen, Yang Liu, Lei Li, Kai Chen, Qipeng Guo, Gong Cheng, Fei Yuan
2025 J jnl
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence.
CoRR
Qiushi Sun, Jingyang Gong, Yang Liu, Qiaosheng Chen, Lei Li, Kai Chen, Qipeng Guo, Ben Kao, Fei Yuan
2025 — conf
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models.
NAACL (Long Papers)
Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li
2025 J jnl
LLaMAX2: Your Translation-Enhanced Model also Performs Well in Reasoning.
CoRR
Changjiang Gao, Zixian Huang, Jingyang Gong, Shujian Huang, Lei Li, Fei Yuan
2025 — conf
LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation.
ACL (Findings)
Fei Yuan, Yinquan Lu, Lei Li, Jingjing Xu
2025 J jnl
Natural Language Guided Ligand-Binding Protein Design.
CoRR
Zhenqiao Song, Ramith Hettiarachchi, Chuan Li, Jianwen Xie, Lei Li
2025 A* conf
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design.
ICML
Zhenqiao Song, Tianxiao Li, Lei Li, Martin Renqiang Min
2025 J jnl
PPDiff: Diffusing in Hybrid Sequence-Structure Space for Protein-Protein Complex Design.
CoRR
Zhenqiao Song, Tiaoxiao Li, Lei Li, Martin Renqiang Min
2025 A* conf
Permute-and-Flip: An optimally stable and watermarkable decoder for LLMs.
ICLR
Xuandong Zhao, Lei Li, Yu-Xiang Wang
2025 J jnl
Quantum-Enhanced LLM Efficient Fine Tuning.
CoRR
Xiaofei Kong, Lei Li, Menghan Dou, Zhaoyun Chen, Yuchun Wu, Guoping Guo
2025 J jnl
RARE: Retrieval-Aware Robustness Evaluation for Retrieval-Augmented Generation Systems.
CoRR
Yixiao Zeng, Tianyu Cao, Danqing Wang, Xinran Zhao, Zimeng Qiu, Morteza Ziyadi, Tongshuang Wu, Lei Li
2025 J jnl
RECAP: Reproducing Copyrighted Data from LLMs Training with an Agentic Pipeline.
CoRR
André V. Duarte, Xuying Li, Bin Zeng, Arlindo L. Oliveira, Lei Li, Zhuo Li
2025 — conf
Revealing the Barriers of Language Agents in Planning.
NAACL (Long Papers)
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2025 — conf
Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation.
NAACL (Long Papers)
Kexun Zhang, Shang Zhou, Danqing Wang, William Yang Wang, Lei Li
2025 A* conf
SoK: Watermarking for AI-Generated Content.
SP
Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andrés Fábrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramèr, Somesh Jha, Lei Li, Yu-Xiang Wang, Dawn Song
2025 A* conf
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling.
ICLR
Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
2025 J jnl
Strategic Planning and Rationalizing on Trees Make LLMs Better Debaters.
CoRR
Danqing Wang, Zhuorui Ye, Xinran Zhao, Fei Fang, Lei Li
2025 A* conf
TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking.
ICLR
Danqing Wang, Jianxin Ma, Fei Fang, Lei Li
2025 A* conf
Weak-to-Strong Jailbreaking on Large Language Models.
ICML
Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang
2024 J jnl
A Practical Examination of AI-Generated Text Detectors for Large Language Models.
CoRR
Brian Tufts, Xuandong Zhao, Lei Li
2024 A* conf
A Survey on In-context Learning.
EMNLP
Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Jingyuan Ma, Rui Li, Heming Xia, Jingjing Xu, Zhiyong Wu, Baobao Chang, Xu Sun, Lei Li, Zhifang Sui
2024 J jnl
Anticipating Future with Large Language Model for Simultaneous Machine Translation.
CoRR
Siqi Ouyang, Oleksii Hrinchuk, Zhehuai Chen, Vitaly Lavrukhin, Jagadeesh Balam, Lei Li, Boris Ginsburg
2024 A* conf
BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment.
EMNLP
Wenda Xu, Jiachen Li, William Yang Wang, Lei Li
2024 J jnl
BPO: Supercharging Online Preference Learning by Adhering to the Proximity of Behavior LLM.
CoRR
Wenda Xu, Jiachen Li, William Yang Wang, Lei Li
2024 J jnl
CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation.
CoRR
Xi Xu, Wenda Xu, Siqi Ouyang, Lei Li
2024 J jnl
CMU's IWSLT 2024 Simultaneous Speech Translation System.
CoRR
Xi Xu, Siqi Ouyang, Brian Yan, Patrick Fernandes, William Chen, Lei Li, Graham Neubig, Shinji Watanabe
2024 J jnl
Cooperative Strategic Planning Enhances Reasoning Capabilities in Large Language Models.
CoRR
Danqing Wang, Zhuorui Ye, Fei Fang, Lei Li
2024 A* conf
DE-COP: Detecting Copyrighted Content in Language Models Training Data.
ICML
André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li
2024 J jnl
DE-COP: Detecting Copyrighted Content in Language Models Training Data.
CoRR
André V. Duarte, Xuandong Zhao, Arlindo L. Oliveira, Lei Li
2024 J jnl
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents.
CoRR
Kexun Zhang, Weiran Yao, Zuxin Liu, Yihao Feng, Zhiwei Liu, Rithesh Murthy, Tian Lan, Lei Li, Renze Lou, Jiacheng Xu, Bo Pang, Yingbo Zhou, Shelby Heinecke, Silvio Savarese, Huan Wang, Caiming Xiong
2024 J jnl
Efficiently Identifying Watermarked Segments in Mixed-Source Texts.
CoRR
Xuandong Zhao, Chenwen Liao, Yu-Xiang Wang, Lei Li
2024 J jnl
Entity6K: A Large Open-Domain Evaluation Dataset for Real-World Entity Recognition.
CoRR
Jielin Qiu, William Han, Winfred Wang, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Christos Faloutsos, Lei Li, Lijuan Wang
2024 J jnl
Evaluating Durability: Benchmark Insights into Image and Text Watermarking.
J. Data-centric Mach. Learn. Res.
Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li
2024 J jnl
Evaluating Durability: Benchmark Insights into Multimodal Watermarking.
CoRR
Jielin Qiu, William Han, Xuandong Zhao, Shangbang Long, Christos Faloutsos, Lei Li
2024 J jnl
FASST: Fast LLM-based Simultaneous Speech Translation.
CoRR
Siqi Ouyang, Xi Xu, Chinmay Dandekar, Lei Li
2024 A* conf
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates.
ICML
Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li
2024 J jnl
Generative Enzyme Design Guided by Functionally Important Sites and Small-Molecule Substrates.
CoRR
Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Wengong Jin, Yang Yang, Lei Li
2024 A* conf
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.
KDD
Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li
2024 J jnl
Global Human-guided Counterfactual Explanations for Molecular Properties via Reinforcement Learning.
CoRR
Danqing Wang, Antonis Antoniades, Kha-Dinh Luong, Edwin Zhang, Mert Kosan, Jiachen Li, Ambuj K. Singh, William Yang Wang, Lei Li
2024 — conf
Hire a Linguist!: Learning Endangered Languages in LLMs with In-Context Linguistic Descriptions.
ACL (Findings)
Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li
2024 J jnl
Hire a Linguist!: Learning Endangered Languages with In-Context Linguistic Descriptions.
CoRR
Kexun Zhang, Yee Man Choi, Zhenqiao Song, Taiqi He, William Yang Wang, Lei Li
2024 — conf
How Vocabulary Sharing Facilitates Multilingualism in LLaMA?
ACL (Findings)
Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li
2024 A* conf
Invisible Image Watermarks Are Provably Removable Using Generative AI.
NeurIPS
Xuandong Zhao, Kexun Zhang, Zihao Su, Saastha Vasan, Ilya Grishchenko, Christopher Kruegel, Giovanni Vigna, Yu-Xiang Wang, Lei Li
2024 J jnl
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Language Models.
CoRR
Fei Yuan, Chang Ma, Shuai Yuan, Qiushi Sun, Lei Li
2024 — conf
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback.
NAACL-HLT (Findings)
Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag
2024 — conf
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages.
EMNLP (Findings)
Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan
2024 J jnl
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages.
CoRR
Yinquan Lu, Wenhao Zhu, Lei Li, Yu Qiao, Fei Yuan
2024 A* conf
Learning Personalized Alignment for Evaluating Open-ended Text Generation.
EMNLP
Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian
2024 — conf
LumberChunker: Long-Form Narrative Document Segmentation.
EMNLP (Findings)
André V. Duarte, João D. S. Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira
2024 J jnl
LumberChunker: Long-Form Narrative Document Segmentation.
CoRR
André V. Duarte, João D. S. Marques, Miguel Graça, Miguel Freire, Lei Li, Arlindo L. Oliveira
2024 J jnl
MindMerger: Efficient Boosting LLM Reasoning in non-English Languages.
CoRR
Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan
2024 A* conf
MindMerger: Efficiently Boosting LLM Reasoning in non-English Languages.
NeurIPS
Zixian Huang, Wenhao Zhu, Gong Cheng, Lei Li, Fei Yuan
2024 — conf
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis.
NAACL-HLT (Findings)
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
2024 J jnl
Perils of Self-Feedback: Self-Bias Amplifies in Large Language Models.
CoRR
Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Yang Wang
2024 J jnl
Permute-and-Flip: An optimally robust and watermarkable decoder for LLMs.
CoRR
Xuandong Zhao, Lei Li, Yu-Xiang Wang
2024 — conf
Pride and Prejudice: LLM Amplifies Self-Bias in Self-Refinement.
ACL (1)
Wenda Xu, Guanglei Zhu, Xuandong Zhao, Liangming Pan, Lei Li, William Wang
2024 A* conf
Provable Robust Watermarking for AI-Generated Text.
ICLR
Xuandong Zhao, Prabhanjan Vijendra Ananth, Lei Li, Yu-Xiang Wang
2024 — conf
ReguloGPT: Harnessing GPT for End-to-End Knowledge Graph Construction of Molecular Regulatory Pathways.
BHI
Xidong Wu, Sumin Jo, Yiming Zeng, Arun Das, Tinghe Zhang, Parth Patel, Yuanjing Wei, Lei Li, Shou-Jiang Gao, Jianqiu Zhang, Dexter Pratt, Yu-Chiao Chiu, Yufei Huang
2024 J jnl
Revealing the Barriers of Language Agents in Planning.
CoRR
Jian Xie, Kexun Zhang, Jiangjie Chen, Siyu Yuan, Kai Zhang, Yikai Zhang, Lei Li, Yanghua Xiao
2024 J jnl
Scaling LLM Inference with Optimized Sample Compute Allocation.
CoRR
Kexun Zhang, Shang Zhou, Danqing Wang, William Yang Wang, Lei Li
2024 — conf
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.
EMNLP (Findings)
Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon
2024 J jnl
SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.
CoRR
Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Xin Luna Dong, Christos Faloutsos, Lei Li, Babak Damavandi, Seungwhan Moon
2024 J jnl
SoK: Watermarking for AI-Generated Content.
CoRR
Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andrés Fábrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramèr, Somesh Jha, Lei Li, Yu-Xiang Wang, Dawn Song
2024 J jnl
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling.
CoRR
Wenda Xu, Rujun Han, Zifeng Wang, Long T. Le, Dhruv Madeka, Lei Li, William Yang Wang, Rishabh Agarwal, Chen-Yu Lee, Tomas Pfister
2024 J jnl
Structure-Based Drug Design via 3D Molecular Generative Pre-training and Sampling.
CoRR
Yuwei Yang, Siqi Ouyang, Xueyu Hu, Mingyue Zheng, Hao Zhou, Lei Li
2024 A* conf
SurfPro: Functional Protein Design Based on Continuous Surface.
ICML
Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin
2024 J jnl
SurfPro: Functional Protein Design Based on Continuous Surface.
CoRR
Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin
2024 — conf
Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems.
EMNLP (System Demonstrations)
Chinmay Dandekar, Wenda Xu, Xi Xu, Siqi Ouyang, Lei Li
2024 J jnl
Translation Canvas: An Explainable Interface to Pinpoint and Analyze Translation Systems.
CoRR
Chinmay Dandekar, Wenda Xu, Xi Xu, Siqi Ouyang, Lei Li
2024 J jnl
TypedThinker: Typed Thinking Improves Large Language Model Reasoning.
CoRR
Danqing Wang, Jianxin Ma, Fei Fang, Lei Li
2024 J jnl
Understanding the Role of LLMs in Multimodal Evaluation Benchmarks.
CoRR
Botian Jiang, Lei Li, Xiaonan Li, Zhaowei Li, Xiachong Feng, Lingpeng Kong, Qi Liu, Xipeng Qiu
2024 — conf
Watermarking for Large Language Models.
ACL (5)
Xuandong Zhao, Yu-Xiang Wang, Lei Li
2024 J jnl
Weak-to-Strong Jailbreaking on Large Language Models.
CoRR
Xuandong Zhao, Xianjun Yang, Tianyu Pang, Chao Du, Lei Li, Yu-Xiang Wang, William Yang Wang
2024 A* conf
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages.
AAAI
Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang
2024 J jnl
Where It Really Matters: Few-Shot Environmental Conservation Media Monitoring for Low-Resource Languages.
CoRR
Sameer Jain, Sedrick Scott Keh, Shova Chettri, Karun Dewan, Pablo Izquierdo, Johanna Prussman, Pooja Shrestha, César Suárez, Zheyuan Ryan Shi, Lei Li, Fei Fang
2023 J jnl
A Survey for In-context Learning.
CoRR
Qingxiu Dong, Lei Li, Damai Dai, Ce Zheng, Zhiyong Wu, Baobao Chang, Xu Sun, Jingjing Xu, Lei Li, Zhifang Sui
2023 A* conf
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers.
NeurIPS
Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li
2023 J jnl
ALGO: Synthesizing Algorithmic Programs with Generated Oracle Verifiers.
CoRR
Kexun Zhang, Danqing Wang, Jingtao Xia, William Yang Wang, Lei Li
2023 A* conf
Accelerating Antimicrobial Peptide Discovery with Latent Structure.
KDD
Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou
2023 — conf
AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models.
EMNLP (Findings)
Siqi Ouyang, Lei Li
2023 A* conf
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing.
AAAI
Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao
2023 J jnl
Extrapolating Large Language Models to Non-English by Aligning Languages.
CoRR
Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
2023 — conf
Extrapolating Multilingual Understanding Models as Multilingual Generators.
EMNLP (Findings)
Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu
2023 J jnl
Extrapolating Multilingual Understanding Models as Multilingual Generators.
CoRR
Bohong Wu, Fei Yuan, Hai Zhao, Lei Li, Jingjing Xu
2023 J jnl
Functional Geometry Guided Protein Sequence and Backbone Structure Co-Design.
CoRR
Zhenqiao Song, Yunlong Zhao, Wenxian Shi, Yang Yang, Lei Li
2023 J jnl
Generative Autoencoders as Watermark Attackers: Analyses of Vulnerabilities and Threats.
CoRR
Xuandong Zhao, Kexun Zhang, Yu-Xiang Wang, Lei Li
2023 J jnl
HIORE: Leveraging High-order Interactions for Unified Entity Relation Extraction.
CoRR
Yijun Wang, Changzhi Sun, Yuanbin Wu, Lei Li, Junchi Yan, Hao Zhou
2023 J jnl
How Multilingual is Multilingual LLM?
CoRR
Fei Yuan, Shuai Yuan, Zhiyong Wu, Lei Li
2023 A* conf
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback.
EMNLP
Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Wang, Lei Li
2023 J jnl
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback.
CoRR
Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag, William Yang Wang, Lei Li
2023 A* conf
Importance Weighted Expectation-Maximization for Protein Sequence Design.
ICML
Zhenqiao Song, Lei Li
2023 J jnl
Importance Weighted Expectation-Maximization for Protein Sequence Design.
CoRR
Zhenqiao Song, Lei Li
2023 J jnl
Joint Design of Protein Sequence and Structure based on Motifs.
CoRR
Zhenqiao Song, Yunlong Zhao, Yufei Song, Wenxian Shi, Yang Yang, Lei Li
2023 J jnl
Learn from Mistakes through Cooperative Interaction with Study Assistant.
CoRR
Danqing Wang, Lei Li
2023 J jnl
Learning Personalized Story Evaluation.
CoRR
Danqing Wang, Kevin Yang, Hanlin Zhu, Xiaomeng Yang, Andrew Cohen, Lei Li, Yuandong Tian
2023 A* conf
Learning from Mistakes via Cooperative Study Assistant for Large Language Models.
EMNLP
Danqing Wang, Lei Li
2023 — conf
Lego-MT: Learning Detachable Models for Massively Multilingual Machine Translation.
ACL (Findings)
Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Yu Qiao, Jingjing Xu
2023 J jnl
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis.
CoRR
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Jiajun Chen, Lei Li, Shujian Huang
2023 J jnl
Pinpoint, Not Criticize: Refining Large Language Models via Fine-Grained Actionable Feedback.
CoRR
Wenda Xu, Daniel Deutsch, Mara Finkelstein, Juraj Juraska, Biao Zhang, Zhongtao Liu, William Yang Wang, Lei Li, Markus Freitag
2023 — conf
Pre-trained Language Models Can be Fully Zero-Shot Learners.
ACL (1)
Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li
2023 J jnl
Prompt Optimization of Large Language Model for Interactive Tasks without Gradient and Demonstrations.
CoRR
Siqi Ouyang, Lei Li
2023 A* conf
Protecting Language Generation Models via Invisible Watermarking.
ICML
Xuandong Zhao, Yu-Xiang Wang, Lei Li
2023 J jnl
Protecting Language Generation Models via Invisible Watermarking.
CoRR
Xuandong Zhao, Yu-Xiang Wang, Lei Li
2023 J jnl
Provable Robust Watermarking for AI-Generated Text.
CoRR
Xuandong Zhao, Prabhanjan Ananth, Lei Li, Yu-Xiang Wang
2023 A* conf
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval.
ICML
Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li
2023 J jnl
ReDi: Efficient Learning-Free Diffusion Inference via Trajectory Retrieval.
CoRR
Kexun Zhang, Xianjun Yang, William Yang Wang, Lei Li
2023 — conf
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes.
ACL (1)
Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang
2023 — conf
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge.
ACL (1)
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
2023 J jnl
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge.
CoRR
Jiangjie Chen, Wei Shi, Ziquan Fu, Sijie Cheng, Lei Li, Yanghua Xiao
2023 J jnl
Statistical Knowledge Assessment for Generative Language Models.
CoRR
Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li
2023 A* conf
Statistical Knowledge Assessment for Large Language Models.
NeurIPS
Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Zhifang Sui, Lei Li
2023 J jnl
Syntax Error-Free and Generalizable Tool Use for LLMs via Finite-State Decoding.
CoRR
Kexun Zhang, Hongqiao Chen, Lei Li, William Yang Wang
2023 J jnl
VQNet 2.0: A New Generation Machine Learning Framework that Unifies Classical and Quantum.
CoRR
Huanyu Bian, Zhilong Jia, Menghan Dou, Yuan Fang, Lei Li, Yiming Zhao, Hanchao Wang, Zhaohui Zhou, Wei Wang, Wenyu Zhu, Ye Li, Yang Yang, Weiming Zhang, Nenghai Yu, Zhaoyun Chen, Guoping Guo
2023 — conf
WACO: Word-Aligned Contrastive Learning for Speech Translation.
ACL (1)
Siqi Ouyang, Rong Ye, Lei Li
2022 J jnl
Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model.
CoRR
Danqing Wang, Zeyu Wen, Fei Ye, Hao Zhou, Lei Li
2022 — conf
Calibrating Factual Knowledge in Pretrained Language Models.
EMNLP (Findings)
Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li
2022 J jnl
Calibrating Factual Knowledge in Pretrained Language Models.
CoRR
Qingxiu Dong, Damai Dai, Yifan Song, Jingjing Xu, Zhifang Sui, Lei Li
2022 — conf
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation.
ACL (Findings)
Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li
2022 J jnl
Compressing Sentence Representation for Semantic Retrieval via Homomorphic Projective Distillation.
CoRR
Xuandong Zhao, Zhiguo Yu, Ming Wu, Lei Li
2022 — conf
Contextual Representation Learning beyond Masked Language Modeling.
ACL (1)
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li
2022 J jnl
Contextual Representation Learning beyond Masked Language Modeling.
CoRR
Zhiyi Fu, Wangchunshu Zhou, Jingjing Xu, Hao Zhou, Lei Li
2022 J jnl
Converge to the Truth: Factual Error Correction via Iterative Constrained Editing.
CoRR
Jiangjie Chen, Rui Xu, Wenxuan Zeng, Changzhi Sun, Lei Li, Yanghua Xiao
2022 — conf
Cross-modal Contrastive Learning for Speech Translation.
NAACL-HLT
Rong Ye, Mingxuan Wang, Lei Li
2022 J jnl
Cross-modal Contrastive Learning for Speech Translation.
CoRR
Rong Ye, Mingxuan Wang, Lei Li
2022 — conf
Distillation-Resistant Watermarking for Model Protection in NLP.
EMNLP (Findings)
Xuandong Zhao, Lei Li, Yu-Xiang Wang
2022 J jnl
Distillation-Resistant Watermarking for Model Protection in NLP.
CoRR
Xuandong Zhao, Lei Li, Yu-Xiang Wang
2022 — conf
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.
ACL (Findings)
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
2022 J jnl
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning.
CoRR
Jiangjie Chen, Rui Xu, Ziquan Fu, Wei Shi, Zhongqiao Li, Xinbo Zhang, Changzhi Sun, Lei Li, Yanghua Xiao, Hao Zhou
2022 A* conf
Enhancing Cross-lingual Transfer by Manifold Mixup.
ICLR
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li
2022 J jnl
Enhancing Cross-lingual Transfer by Manifold Mixup.
CoRR
Huiyun Yang, Huadong Chen, Hao Zhou, Lei Li
2022 J jnl
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models.
CoRR
Jingjing Xu, Qingxiu Dong, Hongyi Liu, Lei Li
2022 J jnl
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation.
IEEE Robotics Autom. Lett.
Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li
2022 A* conf
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification.
AAAI
Jiangjie Chen, Qiaoben Bao, Changzhi Sun, Xinbo Zhang, Jiaze Chen, Hao Zhou, Yanghua Xiao, Lei Li
2022 A* conf
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets.
ICRA
Yunfei Li, Tao Kong, Lei Li, Yi Wu
2022 J jnl
Learning Design and Construction with Varying-Sized Materials via Prioritized Memory Resets.
CoRR
Yunfei Li, Tao Kong, Lei Li, Yi Wu
2022 — conf
Learning When to Translate for Streaming Speech.
ACL (1)
Qian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li
2022 J jnl
Lego-MT: Towards Detachable Models in Massively Multilingual Machine Translation.
CoRR
Fei Yuan, Yinquan Lu, Wenhao Zhu, Lingpeng Kong, Lei Li, Jingjing Xu
2022 A conf
LightSeq2: Accelerated Training for Transformer-Based Models on GPUs.
SC
Xiaohui Wang, Yang Wei, Ying Xiong, Guyue Huang, Xian Qian, Yufei Ding, Mingxuan Wang, Lei Li
2022 — conf
MTG: A Benchmark Suite for Multilingual Text Generation.
NAACL-HLT (Findings)
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li
2022 A* conf
Non-autoregressive Translation with Layer-Wise Prediction and Deep Supervision.
AAAI
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li
2022 — conf
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis.
EMNLP (Findings)
Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang
2022 J jnl
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis.
CoRR
Wenda Xu, Yi-Lin Tuan, Yujie Lu, Michael Saxon, Lei Li, William Yang Wang
2022 — conf
On the Impact of Noises in Crowd-Sourced Data for Speech Translation.
IWSLT@ACL
Siqi Ouyang, Rong Ye, Lei Li
2022 J jnl
On the Impact of Noises in Crowd-Sourced Data for Speech Translation.
CoRR
Siqi Ouyang, Rong Ye, Lei Li
2022 A* conf
On the Learning of Non-Autoregressive Transformers.
ICML
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
2022 J jnl
On the Learning of Non-Autoregressive Transformers.
CoRR
Fei Huang, Tianhua Tao, Hao Zhou, Lei Li, Minlie Huang
2022 J jnl
PARAGEN : A Parallel Generation Toolkit.
CoRR
Jiangtao Feng, Yi Zhou, Jun Zhang, Xian Qian, Liwei Wu, Zhexi Zhang, Yanming Liu, Mingxuan Wang, Lei Li, Hao Zhou
2022 J jnl
Pre-trained Language Models can be Fully Zero-Shot Learners.
CoRR
Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li
2022 — conf
Provably Confidential Language Modelling.
NAACL-HLT
Xuandong Zhao, Lei Li, Yu-Xiang Wang
2022 J jnl
Provably Confidential Language Modelling.
CoRR
Xuandong Zhao, Lei Li, Yu-Xiang Wang
2022 — conf
Rethinking Document-level Neural Machine Translation.
ACL (Findings)
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
2022 J jnl
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation.
CoRR
Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang
2022 J jnl
SOLO: A Simple Framework for Instance Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
2022 — conf
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation.
ACL (1)
Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang
2022 J jnl
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation.
CoRR
Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang
2022 A* conf
Uncovering the Heterogeneous Effects of Preference Diversity on User Activeness: A Dynamic Mixture Model.
KDD
Yunfei Lu, Peng Cui, Linyun Yu, Lei Li, Wenwu Zhu
2022 A* conf
Unsupervised Editing for Counterfactual Stories.
AAAI
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
2022 J jnl
WACO: Word-Aligned Contrastive Learning for Speech Translation.
CoRR
Siqi Ouyang, Rong Ye, Lei Li
2022 — conf
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
ACL (1)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
2022 J jnl
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
CoRR
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
2022 A* conf
switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder.
ICLR
Zhenqiao Song, Hao Zhou, Lihua Qian, Jingjing Xu, Shanbo Cheng, Mingxuan Wang, Lei Li
2021 J jnl
A Survey on Green Deep Learning.
CoRR
Jingjing Xu, Wangchunshu Zhou, Zhiyi Fu, Hao Zhou, Lei Li
2021 A* conf
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization.
AAAI
Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li
2021 A* conf
Adversarial Option-Aware Hierarchical Imitation Learning.
ICML
Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li
2021 J jnl
Adversarial Option-Aware Hierarchical Imitation Learning.
CoRR
Mingxuan Jing, Wenbing Huang, Fuchun Sun, Xiaojian Ma, Tao Kong, Chuang Gan, Lei Li
2021 J jnl
Auto Correcting in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation.
CoRR
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong
2021 — conf
Autocorrect in the Process of Translation - Multi-task Learning Improves Dialogue Machine Translation.
NAACL-HLT (Industry Papers)
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Deyi Xiong
2021 — conf
CNewSum: A Large-Scale Summarization Dataset with Human-Annotated Adequacy and Deducibility Level.
NLPCC (1)
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
2021 J jnl
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level.
CoRR
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
2021 A* conf
Consecutive Decoding for Speech-to-text Translation.
AAAI
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
2021 — conf
Contrastive Aligned Joint Learning for Multilingual Summarization.
ACL/IJCNLP (Findings)
Danqing Wang, Jiaze Chen, Hao Zhou, Xipeng Qiu, Lei Li
2021 — conf
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation.
ACL/IJCNLP (1)
Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li
2021 J jnl
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation.
CoRR
Xiao Pan, Mingxuan Wang, Liwei Wu, Lei Li
2021 — conf
Counter-Interference Adapter for Multilingual Machine Translation.
EMNLP (Findings)
Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li
2021 — conf
Cross-lingual Supervision Improves Unsupervised Neural Machine Translation.
NAACL-HLT (Industry Papers)
Mingxuan Wang, Hongxiao Bai, Lei Li, Hai Zhao
2021 A* conf
Dense Contrastive Learning for Self-Supervised Visual Pre-Training.
CVPR
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
2021 — conf
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.
ACL/IJCNLP (1)
Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang
2021 J jnl
Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker.
CoRR
Runxin Xu, Tianyu Liu, Lei Li, Baobao Chang
2021 A* conf
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation.
NeurIPS
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
2021 J jnl
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation.
CoRR
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
2021 A conf
ENPAR: Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction.
EACL
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
2021 A conf
End-to-End Speech Translation via Cross-Modal Progressive Training.
Interspeech
Rong Ye, Mingxuan Wang, Lei Li
2021 J jnl
End-to-end Speech Translation via Cross-modal Progressive Training.
CoRR
Rong Ye, Mingxuan Wang, Lei Li
2021 A* conf
Finding Sparse Structures for Domain Specific Neural Machine Translation.
AAAI
Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li
2021 — conf
Follow Your Path: A Progressive Method for Knowledge Distillation.
ECML/PKDD (3)
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li
2021 J jnl
Follow Your Path: a Progressive Method for Knowledge Distillation.
CoRR
Wenxian Shi, Yuxuan Song, Hao Zhou, Bohan Li, Lei Li
2021 — conf
Generative Imagination Elevates Machine Translation.
NAACL-HLT
Quanyu Long, Mingxuan Wang, Lei Li
2021 — conf
Glancing Transformer for Non-Autoregressive Neural Machine Translation.
ACL/IJCNLP (1)
Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li
2021 — conf
Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization.
EMNLP (1)
Zhiyuan Zeng, Jiaze Chen, Weiran Xu, Lei Li
2021 J jnl
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation.
CoRR
Ruihang Chu, Yukang Chen, Tao Kong, Lu Qi, Lei Li
2021 — conf
Language Tags Matter for Zero-Shot Neural Machine Translation.
ACL/IJCNLP (Findings)
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li
2021 J jnl
Language Tags Matter for Zero-Shot Neural Machine Translation.
CoRR
Liwei Wu, Shanbo Cheng, Mingxuan Wang, Lei Li
2021 — conf
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
EMNLP (1)
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
2021 J jnl
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
CoRR
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
2021 — conf
Learning Language Specific Sub-network for Multilingual Machine Translation.
ACL/IJCNLP (1)
Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li
2021 J jnl
Learning Language Specific Sub-network for Multilingual Machine Translation.
CoRR
Zehui Lin, Liwei Wu, Mingxuan Wang, Lei Li
2021 — conf
Learning Logic Rules for Document-Level Relation Extraction.
EMNLP (1)
Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li
2021 J jnl
Learning Logic Rules for Document-level Relation Extraction.
CoRR
Dongyu Ru, Changzhi Sun, Jiangtao Feng, Lin Qiu, Hao Zhou, Weinan Zhang, Yong Yu, Lei Li
2021 — conf
Learning Shared Semantic Space for Speech-to-Text Translation.
ACL/IJCNLP (Findings)
Chi Han, Mingxuan Wang, Heng Ji, Lei Li
2021 J jnl
Learning Shared Semantic Space for Speech-to-Text Translation.
CoRR
Chi Han, Mingxuan Wang, Heng Ji, Lei Li
2021 A conf
Learning to Design and Construct Bridge without Blueprint.
IROS
Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu
2021 J jnl
Learning to Design and Construct Bridge without Blueprint.
CoRR
Yunfei Li, Tao Kong, Lei Li, Yifeng Li, Yi Wu
2021 — conf
LightSeq: A High Performance Inference Library for Transformers.
NAACL-HLT (Industry Papers)
Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li
2021 J jnl
LightSeq: Accelerated Training for Transformer-based Models on GPUs.
CoRR
Xiaohui Wang, Ying Xiong, Xian Qian, Yang Wei, Lei Li, Mingxuan Wang
2021 A* conf
Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation.
AAAI
Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
2021 A* conf
Locate Then Segment: A Strong Pipeline for Referring Image Segmentation.
CVPR
Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan
2021 J jnl
Locate then Segment: A Strong Pipeline for Referring Image Segmentation.
CoRR
Ya Jing, Tao Kong, Wei Wang, Liang Wang, Lei Li, Tieniu Tan
2021 A* conf
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery.
ICLR
Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li
2021 J jnl
MARS: Markov Molecular Sampling for Multi-objective Drug Discovery.
CoRR
Yutong Xie, Chence Shi, Hao Zhou, Yuwei Yang, Weinan Zhang, Yong Yu, Lei Li
2021 J jnl
MTG: A Benchmarking Suite for Multilingual Text Generation.
CoRR
Yiran Chen, Zhenqiao Song, Xianze Wu, Danqing Wang, Jingjing Xu, Jiaze Chen, Hao Zhou, Lei Li
2021 — conf
Multilingual Translation via Grafting Pre-trained Language Models.
EMNLP (Findings)
Zewei Sun, Mingxuan Wang, Lei Li
2021 J jnl
Multilingual Translation via Grafting Pre-trained Language Models.
CoRR
Zewei Sun, Mingxuan Wang, Lei Li
2021 — conf
NeurST: Neural Speech Translation Toolkit.
ACL (demo)
Chengqi Zhao, Mingxuan Wang, Qianqian Dong, Rong Ye, Lei Li
2021 J jnl
Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision.
CoRR
Chenyang Huang, Hao Zhou, Osmar R. Zaïane, Lili Mou, Lei Li
2021 — conf
Probabilistic Graph Reasoning for Natural Proof Generation.
ACL/IJCNLP (Findings)
Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li
2021 J jnl
Probabilistic Graph Reasoning for Natural Proof Generation.
CoRR
Changzhi Sun, Xinbo Zhang, Jiangjie Chen, Chun Gan, Yuanbin Wu, Jiaze Chen, Hao Zhou, Lei Li
2021 J jnl
SOLO: A Simple Framework for Instance Segmentation.
CoRR
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
2021 A* conf
Scale-Aware Automatic Augmentation for Object Detection.
CVPR
Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia
2021 J jnl
Scale-aware Automatic Augmentation for Object Detection.
CoRR
Yukang Chen, Yanwei Li, Tao Kong, Lu Qi, Ruihang Chu, Lei Li, Jiaya Jia
2021 — conf
Secoco: Self-Correcting Encoding for Neural Machine Translation.
EMNLP (Findings)
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong
2021 J jnl
Secoco: Self-Correcting Encoding for Neural Machine Translation.
CoRR
Tao Wang, Chengqi Zhao, Mingxuan Wang, Lei Li, Hang Li, Deyi Xiong
2021 J jnl
Serial or Parallel? Plug-able Adapter for multilingual machine translation.
CoRR
Yaoming Zhu, Jiangtao Feng, Chengqi Zhao, Mingxuan Wang, Lei Li
2021 A conf
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation.
IROS
Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li
2021 J jnl
Simultaneous Semantic and Collision Learning for 6-DoF Grasp Pose Estimation.
CoRR
Yiming Li, Tao Kong, Ruihang Chu, Yifeng Li, Peng Wang, Lei Li
2021 A* conf
Sparse R-CNN: End-to-End Object Detection With Learnable Proposals.
CVPR
Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo
2021 A* conf
Taxonomy Completion via Triplet Matching Network.
AAAI
Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li
2021 J jnl
Taxonomy Completion via Triplet Matching Network.
CoRR
Jieyu Zhang, Xiangchen Song, Ying Zeng, Jiaze Chen, Jiaming Shen, Yuning Mao, Lei Li
2021 A* conf
TextGAIL: Generative Adversarial Imitation Learning for Text Generation.
AAAI
Qingyang Wu, Lei Li, Zhou Yu
2021 — conf
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.
WMT@EMNLP
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou
2021 J jnl
The Volctrans GLAT System: Non-autoregressive Translation Meets WMT21.
CoRR
Lihua Qian, Yi Zhou, Zaixiang Zheng, Yaoming Zhu, Zehui Lin, Jiangtao Feng, Shanbo Cheng, Lei Li, Mingxuan Wang, Hao Zhou
2021 — conf
The Volctrans Neural Speech Translation System for IWSLT 2021.
IWSLT
Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li
2021 J jnl
The Volctrans Neural Speech Translation System for IWSLT 2021.
CoRR
Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li
2021 A conf
Triangular Bidword Generation for Sponsored Search Auction.
WSDM
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li
2021 J jnl
Triangular Bidword Generation for Sponsored Search Auction.
CoRR
Zhenqiao Song, Jiaze Chen, Hao Zhou, Lei Li
2021 — conf
UniRE: A Unified Label Space for Entity Relation Extraction.
ACL/IJCNLP (1)
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
2021 J jnl
UniRE: A Unified Label Space for Entity Relation Extraction.
CoRR
Yijun Wang, Changzhi Sun, Yuanbin Wu, Hao Zhou, Lei Li, Junchi Yan
2021 J jnl
UniST: Unified End-to-end Model for Streaming and Non-streaming Speech Translation.
CoRR
Qianqian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li
2021 J jnl
Unsupervised Editing for Counterfactual Stories.
CoRR
Jiangjie Chen, Chun Gan, Sijie Cheng, Hao Zhou, Yanghua Xiao, Lei Li
2021 — conf
Vocabulary Learning via Optimal Transport for Neural Machine Translation.
ACL/IJCNLP (1)
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
2020 J jnl
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization.
CoRR
Xunpeng Huang, Runxin Xu, Hao Zhou, Zhe Wang, Zhengyang Liu, Lei Li
2020 — conf
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space.
EMNLP (Findings)
Dongyu Ru, Jiangtao Feng, Lin Qiu, Hao Zhou, Mingxuan Wang, Weinan Zhang, Yong Yu, Lei Li
2020 J jnl
Active Sentence Learning by Adversarial Uncertainty Sampling in Discrete Space.
CoRR
Dongyu Ru, Yating Luo, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
2020 J jnl
Adaptive Gradient Methods Can Be Provably Faster than SGD after Finite Epochs.
CoRR
Xunpeng Huang, Hao Zhou, Runxin Xu, Zhe Wang, Lei Li
2020 J jnl
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach.
CoRR
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
2020 — conf
Constraint Satisfaction Driven Natural Language Generation: A Tree Search Embedded MCMC Approach.
EMNLP (Findings)
Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue
2020 J jnl
Dense Contrastive Learning for Self-Supervised Visual Pre-Training.
CoRR
Xinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li
2020 A* conf
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation.
ICML
Wenxian Shi, Hao Zhou, Ning Miao, Lei Li
2020 J jnl
Do You Have the Right Scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods.
CoRR
Ning Miao, Yuxuan Song, Hao Zhou, Lei Li
2020 A* conf
Do you have the right scissors? Tailoring Pre-trained Language Models via Monte-Carlo Methods.
ACL
Ning Miao, Yuxuan Song, Hao Zhou, Lei Li
2020 — conf
Double Graph Based Reasoning for Document-level Relation Extraction.
EMNLP (1)
Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li
2020 J jnl
Double Graph Based Reasoning for Document-level Relation Extraction.
CoRR
Shuang Zeng, Runxin Xu, Baobao Chang, Lei Li
2020 J jnl
Finding Sparse Structure for Domain Specific Neural Machine Translation.
CoRR
Jianze Liang, Chengqi Zhao, Mingxuan Wang, Xipeng Qiu, Lei Li
2020 J jnl
FoveaBox: Beyound Anchor-Based Object Detection.
IEEE Trans. Image Process.
Tao Kong, Fuchun Sun, Huaping Liu, Yuning Jiang, Lei Li, Jianbo Shi
2020 J jnl
Generating Fluent Adversarial Examples for Natural Languages.
CoRR
Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li
2020 J jnl
Generative Imagination Elevates Machine Translation.
CoRR
Quanyu Long, Mingxuan Wang, Lei Li
2020 J jnl
Glancing Transformer for Non-Autoregressive Neural Machine Translation.
CoRR
Lihua Qian, Hao Zhou, Yu Bao, Mingxuan Wang, Lin Qiu, Weinan Zhang, Yong Yu, Lei Li
2020 A* conf
Importance-Aware Learning for Neural Headline Editing.
AAAI
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu
2020 A conf
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation.
AISTATS
Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li
2020 J jnl
Improving Maximum Likelihood Training for Text Generation with Density Ratio Estimation.
CoRR
Yuxuan Song, Ning Miao, Hao Zhou, Lantao Yu, Mingxuan Wang, Lei Li
2020 J jnl
LOREN: Logic Enhanced Neural Reasoning for Fact Verification.
CoRR
Jiangjie Chen, Qiaoben Bao, Jiaze Chen, Changzhi Sun, Hao Zhou, Yanghua Xiao, Lei Li
2020 J jnl
Language Generation via Combinatorial Constraint Satisfaction: A Tree Search Enhanced Monte-Carlo Approach.
CoRR
Maosen Zhang, Nan Jiang, Lei Li, Yexiang Xue
2020 J jnl
LightSeq: A High Performance Inference Library for Sequence Processing and Generation.
CoRR
Xiaohui Wang, Ying Xiong, Yang Wei, Mingxuan Wang, Lei Li
2020 A* conf
Mirror-Generative Neural Machine Translation.
ICLR
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen
2020 J jnl
NeurST: Neural Speech Translation Toolkit.
CoRR
Chengqi Zhao, Mingxuan Wang, Lei Li
2020 — conf
On the Sentence Embeddings from Pre-trained Language Models.
EMNLP (1)
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li
2020 J jnl
On the Sentence Embeddings from Pre-trained Language Models.
CoRR
Bohan Li, Hao Zhou, Junxian He, Mingxuan Wang, Yiming Yang, Lei Li
2020 — conf
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information.
EMNLP (1)
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li
2020 J jnl
Pre-training Multilingual Neural Machine Translation by Leveraging Alignment Information.
CoRR
Zehui Lin, Xiao Pan, Mingxuan Wang, Xipeng Qiu, Jiangtao Feng, Hao Zhou, Lei Li
2020 A* conf
QuAChIE: Question Answering based Chinese Information Extraction System.
SIGIR
Dongyu Ru, Zhenghui Wang, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
2020 J jnl
Reciprocal Supervised Learning Improves Neural Machine Translation.
CoRR
Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li
2020 J jnl
SDST: Successive Decoding for Speech-to-text Translation.
CoRR
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
2020 — conf
SOLO: Segmenting Objects by Locations.
ECCV (18)
Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li
2020 A* conf
SOLOv2: Dynamic and Fast Instance Segmentation.
NeurIPS
Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen
2020 J jnl
SOLOv2: Dynamic, Faster and Stronger.
CoRR
Xinlong Wang, Rufeng Zhang, Tao Kong, Lei Li, Chunhua Shen
2020 A* conf
SPAN: A Stochastic Projected Approximate Newton Method.
AAAI
Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Lei Li, Yue Yu, Yitan Li
2020 J jnl
SPAN: A Stochastic Projected Approximate Newton Method.
CoRR
Xunpeng Huang, Xianfeng Liang, Zhengyang Liu, Yue Yu, Lei Li
2020 J jnl
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals.
CoRR
Peize Sun, Rufeng Zhang, Yi Jiang, Tao Kong, Chenfeng Xu, Wei Zhan, Masayoshi Tomizuka, Lei Li, Zehuan Yuan, Changhu Wang, Ping Luo
2020 J jnl
TED: Triple Supervision Decouples End-to-end Speech-to-text Translation.
CoRR
Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li
2020 A* conf
Task-Aware Monocular Depth Estimation for 3D Object Detection.
AAAI
Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen
2020 J jnl
TextGAIL: Generative Adversarial Imitation Learning for Text Generation.
CoRR
Qingyang Wu, Lei Li, Zhou Yu
2020 — conf
The Volctrans Machine Translation System for WMT20.
WMT@EMNLP
Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li
2020 J jnl
The Volctrans Machine Translation System for WMT20.
CoRR
Liwei Wu, Xiao Pan, Zehui Lin, Yaoming Zhu, Mingxuan Wang, Lei Li
2020 A* conf
Towards Making the Most of BERT in Neural Machine Translation.
AAAI
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Weinan Zhang, Yong Yu, Lei Li
2020 J jnl
Towards a new generation of artificial intelligence in China.
Nat. Mach. Intell.
Fei Wu, Cewu Lu, Mingjie Zhu, Hao Chen, Jun Zhu, Kai Yu, Lei Li, Ming Li, Qianfeng Chen, Xi Li, Xudong Cao, Zhongyuan Wang, Zhengjun Zha, Yueting Zhuang, Yunhe Pan
2020 J jnl
Unsupervised Neural Machine Translation with Indirect Supervision.
CoRR
Hongxiao Bai, Mingxuan Wang, Hai Zhao, Lei Li
2020 J jnl
VOLT: Improving Vocabularization via Optimal Transport for Machine Translation.
CoRR
Jingjing Xu, Hao Zhou, Chun Gan, Zaixiang Zheng, Lei Li
2020 A* conf
Variational Template Machine for Data-to-Text Generation.
ICLR
Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li
2020 J jnl
Variational Template Machine for Data-to-Text Generation.
CoRR
Rong Ye, Wenxian Shi, Hao Zhou, Zhongyu Wei, Lei Li
2020 — conf
Volctrans Parallel Corpus Filtering System for WMT 2020.
WMT@EMNLP
Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li
2020 J jnl
Volctrans Parallel Corpus Filtering System for WMT 2020.
CoRR
Runxin Xu, Zhuo Zhi, Jun Cao, Mingxuan Wang, Lei Li
2020 — conf
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference.
AKBC
Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang
2020 J jnl
XREF: Entity Linking for Chinese News Comments with Supplementary Article Reference.
CoRR
Xinyu Hua, Lei Li, Lifeng Hua, Lu Wang
2020 — conf
Xiaomingbot: A Multilingual Robot News Reporter.
ACL (demo)
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li
2020 J jnl
Xiaomingbot: A Multilingual Robot News Reporter.
CoRR
Runxin Xu, Jun Cao, Mingxuan Wang, Jiaze Chen, Hao Zhou, Ying Zeng, Yuping Wang, Li Chen, Xiang Yin, Xijin Zhang, Songcheng Jiang, Yuxuan Wang, Lei Li
2019 A* conf
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling.
AAAI
Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li
2019 A* conf
Correct-and-Memorize: Learning to Translate from Interactive Revisions.
IJCAI
Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen
2019 J jnl
Correct-and-Memorize: Learning to Translate from Interactive Revisions.
CoRR
Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen
2019 J jnl
Cross-Lingual Vision-Language Navigation.
CoRR
An Yan, Xin Wang, Jiangtao Feng, Lei Li, William Yang Wang
2019 — conf
Discreteness in Neural Natural Language Processing.
EMNLP/IJCNLP (2)
Lili Mou, Hao Zhou, Lei Li
2019 — conf
Dynamically Fused Graph Network for Multi-hop Reasoning.
ACL (1)
Lin Qiu, Yunxuan Xiao, Yanru Qu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
2019 J jnl
Dynamically Fused Graph Network for Multi-hop Reasoning.
CoRR
Yunxuan Xiao, Yanru Qu, Lin Qiu, Hao Zhou, Lei Li, Weinan Zhang, Yong Yu
2019 J jnl
Effective Domain Knowledge Transfer with Soft Fine-tuning.
CoRR
Zhichen Zhao, Bowen Zhang, Yuning Jiang, Li Xu, Lei Li, Wei-Ying Ma
2019 J jnl
Fixing Gaussian Mixture VAEs for Interpretable Text Generation.
CoRR
Wenxian Shi, Hao Zhou, Ning Miao, Shenjian Zhao, Lei Li
2019 — conf
Generating Fluent Adversarial Examples for Natural Languages.
ACL (1)
Huangzhao Zhang, Hao Zhou, Ning Miao, Lei Li
2019 — conf
Generating Sentences from Disentangled Syntactic and Semantic Spaces.
ACL (1)
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen
2019 J jnl
Generating Sentences from Disentangled Syntactic and Semantic Spaces.
CoRR
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen
2019 A* conf
GraspSnooker: Automatic Chinese Commentary Generation for Snooker Videos.
IJCAI
Zhaoyue Sun, Jiaze Chen, Hao Zhou, Deyu Zhou, Lei Li, Mingmin Jiang
2019 J jnl
Importance-Aware Learning for Neural Headline Editing.
CoRR
Qingyang Wu, Lei Li, Hao Zhou, Ying Zeng, Zhou Yu
2019 A* conf
Kernelized Bayesian Softmax for Text Generation.
NeurIPS
Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li
2019 J jnl
Kernelized Bayesian Softmax for Text Generation.
CoRR
Ning Miao, Hao Zhou, Chengqi Zhao, Wenxian Shi, Lei Li
2019 J jnl
Non-autoregressive Transformer by Position Learning.
CoRR
Yu Bao, Hao Zhou, Jiangtao Feng, Mingxuan Wang, Shujian Huang, Jiajun Chen, Lei Li
2019 B conf
Rethinking Text Attribute Transfer: A Lexical Analysis.
INLG
Yao Fu, Hao Zhou, Jiaze Chen, Lei Li
2019 J jnl
Rethinking Text Attribute Transfer: A Lexical Analysis.
CoRR
Yao Fu, Hao Zhou, Jiaze Chen, Lei Li
2019 J jnl
SOLO: Segmenting Objects by Locations.
CoRR
Xinlong Wang, Tao Kong, Chunhua Shen, Yuning Jiang, Lei Li
2019 A* conf
SVD: A Large-Scale Short Video Dataset for Near-Duplicate Video Retrieval.
ICCV
Qing-Yuan Jiang, Yi He, Gen Li, Jian Lin, Lei Li, Wu-Jun Li
2019 J jnl
Task-Aware Monocular Depth Estimation for 3D Object Detection.
CoRR
Xinlong Wang, Wei Yin, Tao Kong, Yuning Jiang, Lei Li, Chunhua Shen
2019 — conf
Towards Linear Time Neural Machine Translation with Capsule Networks.
EMNLP/IJCNLP (1)
Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li
2019 J jnl
Towards Making the Most of BERT in Neural Machine Translation.
CoRR
Jiacheng Yang, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Yong Yu, Weinan Zhang, Lei Li
2019 A* conf
Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena.
KDD
Yunfei Lu, Linyun Yu, Peng Cui, Chengxi Zang, Renzhe Xu, Yihao Liu, Lei Li, Wenwu Zhu
2019 J jnl
UniVSE: Robust Visual Semantic Embeddings via Structured Semantic Representations.
CoRR
Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
2019 A* conf
Unified Visual-Semantic Embeddings: Bridging Vision and Language With Structured Meaning Representations.
CVPR
Hao Wu, Jiayuan Mao, Yufeng Zhang, Yuning Jiang, Lei Li, Weiwei Sun, Wei-Ying Ma
2019 J jnl
VATEX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research.
CoRR
Xin Wang, Jiawei Wu, Jun-Kun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang
2019 A* conf
VaTeX: A Large-Scale, High-Quality Multilingual Dataset for Video-and-Language Research.
ICCV
Xin Wang, Jiawei Wu, Jun-Kun Chen, Lei Li, Yuan-Fang Wang, William Yang Wang
2019 A conf
What You Look Matters?: Offline Evaluation of Advertising Creatives for Cold-start Problem.
CIKM
Zhichen Zhao, Lei Li, Bowen Zhang, Meng Wang, Yuning Jiang, Li Xu, Fengkun Wang, Wei-Ying Ma
2018 A* conf
BRITS: Bidirectional Recurrent Imputation for Time Series.
NeurIPS
Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li
2018 J jnl
BRITS: Bidirectional Recurrent Imputation for Time Series.
CoRR
Wei Cao, Dong Wang, Jian Li, Hao Zhou, Lei Li, Yitan Li
2018 J jnl
CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling.
CoRR
Ning Miao, Hao Zhou, Lili Mou, Rui Yan, Lei Li
2018 — conf
Jersey Number Recognition With Semi-Supervised Spatial Transformer Network.
CVPR Workshops
Gen Li, Shikun Xu, Xiang Liu, Lei Li, Changhu Wang
2018 A* conf
On Tree-Based Neural Sentence Modeling.
EMNLP
Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li
2018 J jnl
On Tree-Based Neural Sentence Modeling.
CoRR
Haoyue Shi, Hao Zhou, Jiaze Chen, Lei Li
2018 — conf
Overview of the NLPCC 2018 Shared Task: Single Document Summarization.
NLPCC (2)
Lei Li, Xiaojun Wan
2018 — conf
Reinforced Co-Training.
NAACL-HLT
Jiawei Wu, Lei Li, William Yang Wang
2018 J jnl
Reinforced Co-Training.
CoRR
Jiawei Wu, Lei Li, William Yang Wang
2018 J jnl
Towards Linear Time Neural Machine Translation with Capsule Networks.
CoRR
Mingxuan Wang, Jun Xie, Zhixing Tan, Jinsong Su, Deyi Xiong, Lei Li
2017 A* conf
A Nearly-Black-Box Online Algorithm for Joint Parameter and State Estimation in Temporal Models.
AAAI
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell
2017 J jnl
DAPs: Mining using Change-Point Detection of Epileptic Activity Time Series Data.
J. Inf. Sci. Eng.
Sun-Hee Kim, Lei Li, Christos Faloutsos, Hyung-Jeong Yang, Seong-Whan Lee
2017 J jnl
Nonlinear Dynamics of Information Diffusion in Social Networks.
ACM Trans. Web
Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
2017 — conf
Overview of the NLPCC 2017 Shared Task: Single Document Summarization.
NLPCC
Lifeng Hua, Xiaojun Wan, Lei Li
2017 J jnl
SAM: Semantic Attribute Modulated Language Modeling.
CoRR
Wenbo Hu, Lifeng Hua, Lei Li, Tian Wang, Jun Zhu, Hang Su, Bo Zhang
2017 J jnl
一种多种攻击并发下的WSN生存性评估模型 (Survivability Evaluation Model for Wireless Sensor Network under Multiple Attacks).
计算机科学
Zhifeng Liu, Kai Chen, Lei Li, Conghua Zhou
2016 — conf
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases.
ACL (1)
Zihang Dai, Lei Li, Wei Xu
2016 J jnl
CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases.
CoRR
Zihang Dai, Lei Li, Wei Xu
2016 J jnl
Concept over time: the combination of probabilistic topic model with wikipedia knowledge.
Expert Syst. Appl.
Liang Yao, Yin Zhang, Baogang Wei, Lei Li, Fei Wu, Peng Zhang, Yali Bian
2016 A* conf
Swift: Compiled Inference for Probabilistic Programming Languages.
IJCAI
Yi Wu, Lei Li, Stuart Russell, Rastislav Bodík
2016 J jnl
Swift: Compiled Inference for Probabilistic Programming Languages.
CoRR
Yi Wu, Lei Li, Stuart Russell, Rastislav Bodík
2016 J jnl
Towards Practical Bayesian Parameter and State Estimation.
CoRR
Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell
2014 — conf
Beyond Poisson: Modeling Inter-Arrival Time of Requests in a Datacenter.
PAKDD (2)
Da-Cheng Juan, Lei Li, Huan-Kai Peng, Diana Marculescu, Christos Faloutsos
2014 — conf
Multimodal Information Fusion for Robust Heart Beat Detection.
CinC
Quan Ding, Yong Bai, Yusuf Bugra Erol, Rebeca Salas-Boni, Xiaorong Zhang, Lei Li, Xiao Hu
2013 A conf
Dynamic Scaled Sampling for Deterministic Constraints.
AISTATS
Lei Li, Bharath Ramsundar, Stuart Russell
2013 — conf
F-Trail: Finding Patterns in Taxi Trajectories.
PAKDD (1)
Yasuko Matsubara, Lei Li, Evangelos E. Papalexakis, David Lo, Yasushi Sakurai, Christos Faloutsos
2013 A* conf
Hibernating Process: Modelling Mobile Calls at Multiple Scales.
ICDM
Siyuan Liu, Lei Li, Rammaya Krishnan
2013 — conf
Multilinear Dynamical Systems for Tensor Time Series.
NIPS
Mark Rogers, Lei Li, Stuart Russell
2013 J jnl
The Extended Parameter Filter
CoRR
Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart Russell
2013 — conf
The Extended Parameter Filter.
ICML (3)
Yusuf Erol, Lei Li, Bharath Ramsundar, Stuart Russell
2013 A* conf
Why people hate your app: making sense of user feedback in a mobile app store.
KDD
Bin Fu, Jialiu Lin, Lei Li, Christos Faloutsos, Jason I. Hong, Norman M. Sadeh
2013 — conf
Writing and sketching in the air, recognizing and controlling on the fly.
CHI Extended Abstracts
Sharad Vikram, Lei Li, Stuart Russell
2012 J jnl
A Novel Violent Videos Classification Scheme Based on the Bag of Audio Words Features.
Int. J. Comput. Intell. Appl.
Lei Li
2012 A* conf
Rise and fall patterns of information diffusion: model and implications.
KDD
Yasuko Matsubara, Yasushi Sakurai, B. Aditya Prakash, Lei Li, Christos Faloutsos
2012 A* conf
RolX: structural role extraction & mining in large graphs.
KDD
Keith Henderson, Brian Gallagher, Tina Eliassi-Rad, Hanghang Tong, Sugato Basu, Leman Akoglu, Danai Koutra, Christos Faloutsos, Lei Li
2011 — —
Fast Algorithms for Mining Co-evolving Time Series.
Lei Li
2011 A* conf
It's who you know: graph mining using recursive structural features.
KDD
Keith Henderson, Brian Gallagher, Lei Li, Leman Akoglu, Tina Eliassi-Rad, Hanghang Tong, Christos Faloutsos
2011 — conf
Mobile Phone Graph Evolution: Findings, Model and Interpretation.
ICDM Workshops
Siyuan Liu, Lei Li, Christos Faloutsos, Lionel M. Ni
2011 A* conf
ThermoCast: a cyber-physical forecasting model for datacenters.
KDD
Lei Li, Chieh-Jan Mike Liang, Jie Liu, Suman Nath, Andreas Terzis, Christos Faloutsos
2011 A* conf
Time Series Clustering: Complex is Simpler!
ICML
Lei Li, B. Aditya Prakash
2011 A conf
WindMine: Fast and Effective Mining of Web-click Sequences.
SDM
Yasushi Sakurai, Lei Li, Yasuko Matsubara, Christos Faloutsos
2010 — conf
BoLeRO: A Principled Technique for Including Bone Length Constraints in Motion Capture Occlusion Filling.
Symposium on Computer Animation
Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos
2010 J jnl
Efficient Parallel Learning of Hidden Markov Chain Models on SMPs.
IEICE Trans. Inf. Syst.
Lei Li, Bin Fu, Christos Faloutsos
2010 — conf
Fast algorithms for time series mining.
ICDE Workshops
Lei Li, Christos Faloutsos
2010 A* conf
Metric forensics: a multi-level approach for mining volatile graphs.
KDD
Keith Henderson, Tina Eliassi-Rad, Christos Faloutsos, Leman Akoglu, Lei Li, Koji Maruhashi, B. Aditya Prakash, Hanghang Tong
2010 J jnl
Parsimonious Linear Fingerprinting for Time Series.
Proc. VLDB Endow.
Lei Li, B. Aditya Prakash, Christos Faloutsos
2009 A* conf
DynaMMo: mining and summarization of coevolving sequences with missing values.
KDD
Lei Li, James McCann, Nancy S. Pollard, Christos Faloutsos
2009 — conf
Tailoring click models to user goals.
WSCD@WSDM
Fan Guo, Lei Li, Christos Faloutsos
2008 J jnl
C-DEM: a multi-modal query system for Drosophila Embryo databases.
Proc. VLDB Endow.
Fan Guo, Lei Li, Christos Faloutsos, Eric P. Xing
2008 A* conf
Cut-and-stitch: efficient parallel learning of linear dynamical systems on smps.
KDD
Lei Li, Wenjie Fu, Fan Guo, Todd C. Mowry, Christos Faloutsos
2008 — conf
Design and Evaluation of Optical Bus in High Performance Computer.
ICYCS
Lei Li, Zheng Cao, Mingyu Chen, Jianping Fan
2008 A conf
Efficient Distribution Mining and Classification.
SDM
Yasushi Sakurai, Rosalynn Chong, Lei Li, Christos Faloutsos
2008 B conf
GMIP: A Novel Optical Interconnect Gridded Memory Service Protocol.
ICPADS
Siyuan Liu, Lei Li, Yiyang Zhao, Jianping Fan
2008 — conf
Grid Memory Service Architecture for High Performance Computing.
GCC
Lei Li, Siyuan Liu, Mingyu Chen, Jianping Fan
2008 — conf
Inferring privacy information via social relations.
ICDE Workshops
Wanhong Xu, Xi Zhou, Lei Li
2008 — conf
Laziness is a Virtue: Motion Stitching Using Effort Minimization.
Eurographics (Short Papers)
Lei Li, James McCann, Christos Faloutsos, Nancy S. Pollard
2006 C conf
Providing an Uncertainty Reasoning Service for Semantic Web Application.
APWeb
Lei Li, Qiaoling Liu, Yunfeng Tao, Lei Zhang, Jian Zhou, Yong Yu
2005 C conf
A Reconfigurable Optical Interconnect System for DSAG.
PDCAT
Lei Li, Zheng Cao, Mingyu Chen, Jianping Fan