TopicSpam: a Topic-Model based approach for spam detection. - Jiwei Li 001; Claire Cardie; Sujian Li (ACL (2), 2013)

Identifying Manipulated Offerings on Review Portals. - Jiwei Li 001; Myle Ott; Claire Cardie (EMNLP, 2013)

Early Stage Influenza Detection from Twitter. - Jiwei Li 001; Claire Cardie (CoRR, 2013)

Towards a General Rule for Identifying Deceptive Opinion Spam. - Jiwei Li 001; Myle Ott; Claire Cardie; Eduard H. Hovy (ACL (1), 2014)

Weakly Supervised User Profile Extraction from Twitter. - Jiwei Li 001; Alan Ritter; Eduard H. Hovy (ACL (1), 2014)

What a Nasty Day: Exploring Mood-Weather Relationship from Twitter. - Jiwei Li 001; Xun Wang; Eduard H. Hovy (CIKM, 2014)

Sentiment Analysis on the People's Daily. - Jiwei Li 001; Eduard H. Hovy (EMNLP, 2014)

A Model of Coherence Based on Distributed Sentence Representation. - Jiwei Li 001; Eduard H. Hovy (EMNLP, 2014)

Recursive Deep Models for Discourse Parsing. - Jiwei Li 001; Rumeng Li; Eduard H. Hovy (EMNLP, 2014)

Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts. - Jiwei Li 001; Alan Ritter; Claire Cardie; Eduard H. Hovy (EMNLP, 2014)

Timeline generation: tracking individuals on twitter. - Jiwei Li 001; Claire Cardie (WWW, 2014)

Inferring User Preferences by Probabilistic Logical Reasoning over Social Networks. - Jiwei Li 001; Alan Ritter; Dan Jurafsky (CoRR, 2014)

A Hierarchical Neural Autoencoder for Paragraphs and Documents. - Jiwei Li 001; Minh-Thang Luong; Dan Jurafsky (ACL (1), 2015)

Do Multi-Sense Embeddings Improve Natural Language Understanding? - Jiwei Li 001; Dan Jurafsky (EMNLP, 2015)

When Are Tree Structures Necessary for Deep Learning of Representations? - Jiwei Li 001; Thang Luong; Dan Jurafsky; Eduard H. Hovy (EMNLP, 2015)

The NLP Engine: A Universal Turing Machine for NLP. - Jiwei Li 001; Eduard H. Hovy (CoRR, 2015)

Reflections on Sentiment/Opinion Analysis. - Jiwei Li 001; Eduard H. Hovy (CoRR, 2015)

When Are Tree Structures Necessary for Deep Learning of Representations? - Jiwei Li 001; Dan Jurafsky; Eduard H. Hovy (CoRR, 2015)

Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks. - Jiwei Li 001; Alan Ritter; Dan Jurafsky (CoRR, 2015)

A Persona-Based Neural Conversation Model. - Jiwei Li 001; Michel Galley; Chris Brockett; Georgios P. Spithourakis; Jianfeng Gao 001; William B. Dolan (ACL (1), 2016)

Deep Reinforcement Learning for Dialogue Generation. - Jiwei Li 001; Will Monroe; Alan Ritter; Dan Jurafsky; Michel Galley; Jianfeng Gao 001 (EMNLP, 2016)

Visualizing and Understanding Neural Models in NLP. - Jiwei Li 001; Xinlei Chen; Eduard H. Hovy; Dan Jurafsky (HLT-NAACL, 2016)

A Diversity-Promoting Objective Function for Neural Conversation Models. - Jiwei Li 001; Michel Galley; Chris Brockett; Jianfeng Gao 001; Bill Dolan (HLT-NAACL, 2016)

Mutual Information and Diverse Decoding Improve Neural Machine Translation. - Jiwei Li 001; Dan Jurafsky (CoRR, 2016)

A Simple, Fast Diverse Decoding Algorithm for Neural Generation. - Jiwei Li 001; Will Monroe; Dan Jurafsky (CoRR, 2016)

Understanding Neural Networks through Representation Erasure. - Jiwei Li 001; Will Monroe; Dan Jurafsky (CoRR, 2016)

Neural Net Models of Open-domain Discourse Coherence. - Jiwei Li 001; Dan Jurafsky (EMNLP, 2017)

Adversarial Learning for Neural Dialogue Generation. - Jiwei Li 001; Will Monroe; Tianlin Shi; Sébastien Jean; Alan Ritter; Dan Jurafsky (EMNLP, 2017)

Data Noising as Smoothing in Neural Network Language Models. - Ziang Xie; Sida I. Wang; Jiwei Li 001; Daniel Lévy; Aiming Nie; Dan Jurafsky; Andrew Y. Ng (ICLR (Poster), 2017)

Learning to Decode for Future Success. - Jiwei Li 001; Will Monroe; Dan Jurafsky (CoRR, 2017)

Data Distillation for Controlling Specificity in Dialogue Generation. - Jiwei Li 001; Will Monroe; Dan Jurafsky (CoRR, 2017)

Adversarial Learning for Neural Dialogue Generation. - Jiwei Li 001; Will Monroe; Tianlin Shi; Alan Ritter; Dan Jurafsky (CoRR, 2017)

Teaching machines to converse. - Jiwei Li 001 (2017)

Deep Reinforcement Learning for NLP. - William Yang Wang; Jiwei Li 001; Xiaodong He 001 (ACL (5), 2018)

Generating More Interesting Responses in Neural Conversation Models with Distributional Constraints. - Ashutosh Baheti; Alan Ritter; Jiwei Li 001; Bill Dolan (EMNLP, 2018)

IcoRating: A Deep-Learning System for Scam ICO Identification. - Shuqing Bian; Zhenpeng Deng; Fei Li; Will Monroe; Peng Shi; Zijun Sun; Wei Wu 044; Sikuang Wang; William Yang Wang; Arianna Yuan; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2018)

Is Word Segmentation Necessary for Deep Learning of Chinese Representations? - Xiaoya Li 001; Yuxian Meng; Xiaofei Sun 001; Qinghong Han; Arianna Yuan; Jiwei Li 001 (ACL (1), 2019)

Entity-Relation Extraction as Multi-Turn Question Answering. - Xiaoya Li 001; Fan Yin; Zijun Sun; Xiayu Li; Arianna Yuan; Duo Chai; Mingxin Zhou; Jiwei Li 001 (ACL (1), 2019)

Deep Adversarial Learning for NLP. - William Yang Wang; Sameer Singh 001; Jiwei Li 001 (NAACL-HLT (Tutorial Abstracts), 2019)

Glyce: Glyph-vectors for Chinese Character Representations. - Yuxian Meng; Wei Wu 044; Fei Wang 060; Xiaoya Li 001; Ping Nie; Fan Yin; Muyu Li; Qinghong Han; Xiaofei Sun 001; Jiwei Li 001 (NeurIPS, 2019)

DSReg: Using Distant Supervision as a Regularizer. - Yuxian Meng; Muyu Li; Wei Wu 044; Jiwei Li 001 (CoRR, 2019)

Query-Based Named Entity Recognition. - Yuxian Meng; Xiaoya Li 001; Zijun Sun; Jiwei Li 001 (CoRR, 2019)

Large-scale Pretraining for Neural Machine Translation with Tens of Billions of Sentence Pairs. - Yuxian Meng; Xiangyuan Ren; Zijun Sun; Xiaoya Li 001; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2019)

Coreference Resolution as Query-based Span Prediction. - Wei Wu 044; Fei Wang 060; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2019)

A Unified MRC Framework for Named Entity Recognition. - Xiaoya Li 001; Jingrong Feng; Yuxian Meng; Qinghong Han; Fei Wu 001; Jiwei Li 001 (ACL, 2020)

Dice Loss for Data-imbalanced NLP Tasks. - Xiaoya Li 001; Xiaofei Sun 001; Yuxian Meng; Junjun Liang; Fei Wu 001; Jiwei Li 001 (ACL, 2020)

CorefQA: Coreference Resolution as Query-based Span Prediction. - Wei Wu 044; Fei Wang 060; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (ACL, 2020)

Description Based Text Classification with Reinforcement Learning. - Duo Chai; Wei Wu 044; Qinghong Han; Fei Wu 001; Jiwei Li 001 (ICML, 2020)

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. - Xiaoya Li 001; Yuxian Meng; Mingxin Zhou; Qinghong Han; Fei Wu 001; Jiwei Li 001 (NeurIPS, 2020)

LAVA NAT: A Non-Autoregressive Translation Model with Look-Around Decoding and Vocabulary Attention. - Xiaoya Li 001; Yuxian Meng; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Non-Autoregressive Neural Dialogue Generation. - Qinghong Han; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

SAC: Accelerating and Structuring Self-Attention via Sparse Adaptive Connection. - Xiaoya Li 001; Yuxian Meng; Qinghong Han; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Analyzing COVID-19 on Online Social Media: Trends, Sentiments and Emotions. - Xiaoya Li 001; Mingxin Zhou; Jiawei Wu; Arianna Yuan; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Improving Robustness and Generality of NLP Models Using Disentangled Representations. - Jiawei Wu; Xiaoya Li 001; Xiang Ao 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Pair the Dots: Jointly Examining Training History and Test Stimuli for Model Interpretability. - Yuxian Meng; Chun Fan 001; Zijun Sun; Eduard H. Hovy; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. - Xiaofei Sun 001; Chun Fan 001; Zijun Sun; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Neural Semi-supervised Learning for Text Classification Under Large-Scale Pretraining. - Zijun Sun; Chun Fan 001; Xiaofei Sun 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

Self-Explaining Structures Improve NLP Models. - Zijun Sun; Chun Fan 001; Qinghong Han; Xiaofei Sun 001; Yuxian Meng; Fei Wu 001; Jiwei Li 001 (CoRR, 2020)

OpenViDial: A Large-Scale, Open-Domain Dialogue Dataset with Visual Contexts. - Yuxian Meng; Shuhe Wang; Qinghong Han; Xiaofei Sun 001; Fei Wu 001; Rui Yan; Jiwei Li 001 (CoRR, 2020)

BertGCN: Transductive Text Classification by Combining GNN and BERT. - Yuxiao Lin; Yuxian Meng; Xiaofei Sun 001; Qinghong Han; Kun Kuang; Jiwei Li 001; Fei Wu 001 (ACL/IJCNLP (Findings), 2021)

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information. - Zijun Sun; Xiaoya Li 001; Xiaofei Sun 001; Yuxian Meng; Xiang Ao 001; Qing He 003; Fei Wu 001; Jiwei Li 001 (ACL/IJCNLP (1), 2021)

Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis. - Guoxin Yu; Xiang Ao 001; Ling Luo; Min Yang 007; Xiaofei Sun 001; Jiwei Li 001; Qing He 003 (ACL/IJCNLP (Findings), 2021)

Layer-wise Model Pruning based on Mutual Information. - Chun Fan 001; Jiwei Li 001; Tianwei Zhang 004; Xiang Ao 001; Fei Wu 001; Yuxian Meng; Xiaofei Sun 001 (EMNLP (1), 2021)

kFolden: k-Fold Ensemble for Out-Of-Distribution Detection. - Xiaoya Li 001; Jiwei Li 001; Xiaofei Sun 001; Chun Fan 001; Tianwei Zhang 004; Fei Wu 001; Yuxian Meng; Jun Zhang (EMNLP (1), 2021)

ConRPG: Paraphrase Generation using Contexts as Regularizer. - Yuxian Meng; Xiang Ao 001; Qing He 003; Xiaofei Sun 001; Qinghong Han; Fei Wu 001; Chun Fan 001; Jiwei Li 001 (EMNLP (1), 2021)

Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension. - Guoxin Yu; Jiwei Li 001; Ling Luo; Yuxian Meng; Xiang Ao 001; Qing He 003 (EMNLP (Findings), 2021)

BertGCN: Transductive Text Classification by Combining GCN and BERT. - Yuxiao Lin; Yuxian Meng; Xiaofei Sun 001; Qinghong Han; Kun Kuang; Jiwei Li 001; Fei Wu 001 (CoRR, 2021)

Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation. - Shuhe Wang; Yuxian Meng; Xiaofei Sun 001; Fei Wu 001; Rongbin Ouyang; Rui Yan; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2021)

Parameter Estimation for the SEIR Model Using Recurrent Nets. - Chun Fan 001; Yuxian Meng; Xiaofei Sun 001; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2021)

Defending against Backdoor Attacks in Natural Language Generation. - Chun Fan 001; Xiaoya Li 001; Yuxian Meng; Xiaofei Sun 001; Xiang Ao 001; Fei Wu 001; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2021)

Layer-wise Model Pruning based on Mutual Information. - Chun Fan 001; Jiwei Li 001; Xiang Ao 001; Fei Wu 001; Yuxian Meng; Xiaofei Sun 001 (CoRR, 2021)

An MRC Framework for Semantic Role Labeling. - Nan Wang; Jiwei Li 001; Yuxian Meng; Xiaofei Sun 001; Jun He 008 (CoRR, 2021)

OpenViDial 2.0: A Larger-Scale, Open-Domain Dialogue Generation Dataset with Visual Contexts. - Shuhe Wang; Yuxian Meng; Xiaoya Li 001; Xiaofei Sun 001; Rongbin Ouyang; Jiwei Li 001 (CoRR, 2021)

Fingerprinting Multi-exit Deep Neural Network Models via Inference Time. - Tian Dong; Han Qiu 001; Tianwei Zhang 004; Jiwei Li 001; Hewu Li; Jialiang Lu (CoRR, 2021)

Interpreting Deep Learning Models in Natural Language Processing: A Review. - Xiaofei Sun 001; Diyi Yang; Xiaoya Li 001; Tianwei Zhang 004; Yuxian Meng; Han Qiu 001; Guoyin Wang 002; Eduard H. Hovy; Jiwei Li 001 (CoRR, 2021)

Triggerless Backdoor Attack for NLP Tasks with Clean Labels. - Leilei Gan; Jiwei Li 001; Tianwei Zhang 004; Xiaoya Li 001; Yuxian Meng; Fei Wu 001; Shangwei Guo; Chun Fan 001 (CoRR, 2021)

A General Framework for Defending Against Backdoor Attacks via Influence Graph. - Xiaofei Sun 001; Jiwei Li 001; Xiaoya Li 001; Ziyao Wang; Tianwei Zhang 004; Han Qiu 001; Fei Wu 001; Chun Fan 001 (CoRR, 2021)

Protecting Your NLG Models with Semantic and Robust Watermarks. - Tao Xiang 001; Chunlong Xie; Shangwei Guo; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2021)

Faster Nearest Neighbor Machine Translation. - Shuhe Wang; Jiwei Li 001; Yuxian Meng; Rongbin Ouyang; Guoyin Wang 002; Xiaoya Li 001; Tianwei Zhang 004; Shi Zong (CoRR, 2021)

Dependency Parsing as MRC-based Span-Span Prediction. - Leilei Gan; Yuxian Meng; Kun Kuang; Xiaofei Sun 001; Chun Fan 001; Fei Wu 001; Jiwei Li 001 (ACL (1), 2022)

Fast Nearest Neighbor Machine Translation. - Yuxian Meng; Xiaoya Li 001; Xiayu Zheng; Fei Wu 001; Xiaofei Sun 001; Tianwei Zhang 004; Jiwei Li 001 (ACL (Findings), 2022)

Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries. - Xiaofei Sun 001; Zijun Sun; Yuxian Meng; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

Paraphrase Generation as Unsupervised Machine Translation. - Xiaofei Sun 001; Yufei Tian; Yuxian Meng; Nanyun Peng 001; Fei Wu 001; Jiwei Li 001; Chun Fan 001 (COLING, 2022)

An MRC Framework for Semantic Role Labeling. - Nan Wang; Jiwei Li 001; Yuxian Meng; Xiaofei Sun 001; Han Qiu 001; Ziyao Wang; Guoyin Wang 002; Jun He 008 (COLING, 2022)

Improving Adversarial Robustness of 3D Point Cloud Classification Models. - Guanlin Li; Guowen Xu; Han Qiu 001; Ruan He; Jiwei Li 001; Tianwei Zhang 004 (ECCV (4), 2022)

Open World Classification with Adaptive Negative Samples. - Ke Bai 001; Guoyin Wang 002; Jiwei Li 001; Sunghyun Park; Sungjin Lee; Puyang Xu; Ricardo Henao; Lawrence Carin (EMNLP, 2022)

Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. - Zhen Wan; Qianying Liu; Zhuoyuan Mao; Fei Cheng 002; Sadao Kurohashi; Jiwei Li 001 (EMNLP, 2022)

Watermarking Pre-trained Encoders in Contrastive Learning. - Yutong Wu 009; Han Qiu 001; Tianwei Zhang 004; Jiwei Li 001; Meikang Qiu (ICDIS, 2022)

BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models. - Kangjie Chen; Yuxian Meng; Xiaofei Sun 001; Shangwei Guo; Tianwei Zhang 004; Jiwei Li 001; Chun Fan 001 (ICLR, 2022)

NASPY: Automated Extraction of Automated Machine Learning Models. - Xiaoxuan Lou; Shangwei Guo; Jiwei Li 001; Yaoxin Wu; Tianwei Zhang 004 (ICLR, 2022)

GNN-LM: Language Modeling based on Global Contexts via GNN. - Yuxian Meng; Shi Zong; Xiaoya Li 001; Xiaofei Sun 001; Tianwei Zhang 004; Fei Wu 001; Jiwei Li 001 (ICLR, 2022)

Physical Backdoor Attacks to Lane Detection Systems in Autonomous Driving. - Xingshuo Han; Guowen Xu; Yuan Zhou 005; Xuehuan Yang; Jiwei Li 001; Tianwei Zhang 004 (ACM Multimedia, 2022)

Triggerless Backdoor Attack for NLP Tasks with Clean Labels. - Leilei Gan; Jiwei Li 001; Tianwei Zhang 004; Xiaoya Li 001; Yuxian Meng; Fei Wu 001; Yi Yang 001; Shangwei Guo; Chun Fan 001 (NAACL-HLT, 2022)

CATER: Intellectual Property Protection on Text Generation APIs via Conditional Watermarks. - Xuanli He; Qiongkai Xu; Yi Zeng 005; Lingjuan Lyu; Fangzhao Wu; Jiwei Li 001; Ruoxi Jia 001 (NeurIPS, 2022)

Threats to Pre-trained Language Models: Survey and Taxonomy. - Shangwei Guo; Chunlong Xie; Jiwei Li 001; Lingjuan Lyu; Tianwei Zhang 004 (CoRR, 2022)

Clean-Annotation Backdoor Attack against Lane Detection Systems in the Wild. - Xingshuo Han; Guowen Xu; Yuan Zhou 005; Xuehuan Yang; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

kNN-NER: Named Entity Recognition with Nearest Neighbor Search. - Shuhe Wang; Xiaoya Li 001; Yuxian Meng; Tianwei Zhang 004; Rongbin Ouyang; Jiwei Li 001; Guoyin Wang 002 (CoRR, 2022)

ShiftNAS: Towards Automatic Generation of Advanced Mulitplication-Less Neural Networks. - Xiaoxuan Lou; Guowen Xu; Kangjie Chen; Guanlin Li; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. - Yuan Xu; Xingshuo Han; Gelei Deng; Guanlin Li; Yang Liu 003; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2022)

Sentence Similarity Based on Contexts. - Xiaofei Sun 001; Yuxian Meng; Xiang Ao 001; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Chun Fan 001 (Trans. Assoc. Comput. Linguistics, 2022)

Ownership Verification of DNN Architectures via Hardware Cache Side Channels. - Xiaoxuan Lou; Shangwei Guo; Jiwei Li 001; Tianwei Zhang 004 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Defending against Backdoor Attacks in Natural Language Generation. - Xiaofei Sun 001; Xiaoya Li 001; Yuxian Meng; Xiang Ao 001; Lingjuan Lyu; Jiwei Li 001; Tianwei Zhang 004 (AAAI, 2023)

Ranking-Enhanced Unsupervised Sentence Representation Learning. - Yeon Seonwoo; Guoyin Wang 002; Changmin Seo; Sajal Choudhary; Jiwei Li 001; Xiang Li; Puyang Xu; Sunghyun Park; Alice Oh (ACL (1), 2023)

GNN-SL: Sequence Labeling Based on Nearest Examples via GNN. - Shuhe Wang; Yuxian Meng; Rongbin Ouyang; Jiwei Li 001; Tianwei Zhang 004; Lingjuan Lyu; Guoyin Wang 002 (ACL (Findings), 2023)

S2M: Converting Single-Turn to Multi-Turn Datasets for Conversational Question Answering. - Baokui Li; Sen Zhang; Wangshu Zhang; Yicheng Chen; Changlin Yang; Sen Hu; Teng Xu 007; Siye Liu; Jiwei Li 001 (ECAI, 2023)

Read Key Points: Dialogue-Grounded Knowledge Points Generation with Multi-Level Salience-Aware Mixture. - Sen Zhang; Baokui Li; Wangshu Zhang; Changlin Yang; Yicheng Chen; Sen Hu; Teng Xu 007; Jiwei Li 001 (ECAI, 2023)

OssCSE: Overcoming Surface Structure Bias in Contrastive Learning for Unsupervised Sentence Embedding. - Zhan Shi; Guoyin Wang 002; Ke Bai 001; Jiwei Li 001; Xiang Li; Qingjun Cui; Belinda Zeng; Trishul Chilimbi; Xiaodan Zhu 001 (EMNLP, 2023)

Text Classification via Large Language Models. - Xiaofei Sun 001; Xiaoya Li 001; Jiwei Li 001; Fei Wu 001; Shangwei Guo; Tianwei Zhang 004; Guoyin Wang 002 (EMNLP (Findings), 2023)

GPT-RE: In-context Learning for Relation Extraction using Large Language Models. - Zhen Wan; Fei Cheng 002; Zhuoyuan Mao; Qianying Liu; Haiyue Song; Jiwei Li 001; Sadao Kurohashi (EMNLP, 2023)

SoK: Rethinking Sensor Spoofing Attacks against Robotic Vehicles from a Systematic View. - Yuan Xu; Xingshuo Han; Gelei Deng; Jiwei Li 001; Yang Liu 003; Tianwei Zhang 004 (EuroS&P, 2023)

Clean-image Backdoor: Attacking Multi-label Models with Poisoned Labels Only. - Kangjie Chen; Xiaoxuan Lou; Guowen Xu; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2023)

Extracting Robust Models with Uncertain Examples. - Guanlin Li; Guowen Xu; Shangwei Guo; Han Qiu 001; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2023)

PK-ICR: Persona-Knowledge Interactive Context Retrieval for Grounded Dialogue. - Minsik Oh; Joosung Lee; Jiwei Li 001; Guoyin Wang 002 (CoRR, 2023)

GPT-NER: Named Entity Recognition via Large Language Models. - Shuhe Wang; Xiaofei Sun 001; Xiaoya Li 001; Rongbin Ouyang; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Guoyin Wang 002 (CoRR, 2023)

TaDSE: Template-aware Dialogue Sentence Embeddings. - Minsik Oh; Jiwei Li 001; Guoyin Wang 002 (CoRR, 2023)

Pushing the Limits of ChatGPT on NLP Tasks. - Xiaofei Sun 001; Linfeng Dong; Xiaoya Li 001; Zhen Wan; Shuhe Wang; Tianwei Zhang 004; Jiwei Li 001; Fei Cheng 002; Lingjuan Lyu; Fei Wu 001; Guoyin Wang 002 (CoRR, 2023)

Instruction Tuning for Large Language Models: A Survey. - Shengyu Zhang 001; Linfeng Dong; Xiaoya Li 001; Sen Zhang; Xiaofei Sun 001; Shuhe Wang; Jiwei Li 001; Runyi Hu; Tianwei Zhang 004; Fei Wu 001; Guoyin Wang 002 (CoRR, 2023)

Towards the Vulnerability of Watermarking Artificial Intelligence Generated Content. - Guanlin Li; Yifei Chen; Jie Zhang 073; Jiwei Li 001; Shangwei Guo; Tianwei Zhang 004 (CoRR, 2023)

Sentiment Analysis through LLM Negotiations. - Xiaofei Sun 001; Xiaoya Li 001; Shengyu Zhang 001; Shuhe Wang; Fei Wu 001; Jiwei Li 001; Tianwei Zhang 004; Guoyin Wang 002 (CoRR, 2023)

Rethinking Adversarial Training with Neural Tangent Kernel. - Guanlin Li; Han Qiu 001; Shangwei Guo; Jiwei Li 001; Tianwei Zhang 004 (CoRR, 2023)

Sim-GPT: Text Similarity via GPT Annotated Data. - Shuhe Wang; Beiming Cao; Shengyu Zhang 001; Xiaoya Li 001; Jiwei Li 001; Fei Wu 001; Guoyin Wang 002; Eduard H. Hovy (CoRR, 2023)

Robust-Wide: Robust Watermarking Against Instruction-Driven Image Editing. - Runyi Hu; Jie Zhang 073; Ting Xu 004; Jiwei Li 001; Tianwei Zhang 004 (ECCV (22), 2024)

Fingerprinting Image-to-Image Generative Adversarial Networks. - Guanlin Li; Guowen Xu; Han Qiu 001; Shangwei Guo; Run Wang 001; Jiwei Li 001; Tianwei Zhang 004; Rongxing Lu (EuroS&P, 2024)

You Only Query Once: An Efficient Label-Only Membership Inference Attack. - Yutong Wu 009; Han Qiu 001; Shangwei Guo; Jiwei Li 001; Tianwei Zhang 004 (ICLR, 2024)

Are Human-generated Demonstrations Necessary for In-context Learning? - Rui Li; Guoyin Wang 002; Jiwei Li 001 (ICLR, 2024)

InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks. - Xueyu Hu; Ziyu Zhao 001; Shuang Wei; Ziwei Chai; Qianli Ma; Guoyin Wang 002; Xuwu Wang; Jing Su; Jingjing Xu; Ming Zhu; Yao Cheng; Jianbo Yuan; et al. (ICML, 2024)

DIET: Customized Slimming for Incompatible Networks in Sequential Recommendation. - Kairui Fu; Shengyu Zhang 001; Zheqi Lv; Jingyuan Chen; Jiwei Li 001 (KDD, 2024)

Backdoor Attacks with Input-Unique Triggers in NLP. - Xukun Zhou; Jiwei Li 001; Tianwei Zhang 004; Lingjuan Lyu; Muqiao Yang; Jun He 008 (ECML/PKDD (1), 2024)

Similarity-based Neighbor Selection for Graph LLMs. - Rui Li; Jiwei Li 001; Jiawei Han; Guoyin Wang 002 (CoRR, 2024)

MergeNet: Knowledge Migration across Heterogeneous Models, Tasks, and Modalities. - Kunxi Li; Tianyu Zhan; Shengyu Zhang 001; Kun Kuang; Jiwei Li 001; Zhou Zhao 001; Fei Wu 001 (CoRR, 2024)

Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning. - Shuhe Wang; Guoyin Wang 002; Jiwei Li 001; Eduard H. Hovy; Chen Guo (CoRR, 2024)

SuperMark: Robust and Training-free Image Watermarking via Diffusion-based Super-Resolution. - Runyi Hu; Jie Zhang 073; Yiming Li 004; Jiwei Li 001; Qing Guo 005; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2024)

Reinforcement Learning Enhanced LLMs: A Survey. - Shuhe Wang; Shengyu Zhang 001; Jie Zhang 073; Runyi Hu; Xiaoya Li 001; Tianwei Zhang 004; Jiwei Li 001; Fei Wu 001; Guoyin Wang 002; Eduard H. Hovy (CoRR, 2024)

FedCFA: Alleviating Simpson's Paradox in Model Aggregation with Counterfactual Federated Learning. - Zhonghua Jiang 007; Jimin Xu; Shengyu Zhang 001; Tao Shen 002; Jiwei Li 001; Kun Kuang; Haibin Cai; Fei Wu 001 (AAAI, 2025)

MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities. - Kunxi Li; Tianyu Zhan; Kairui Fu; Shengyu Zhang 001; Kun Kuang; Jiwei Li 001; Zhou Zhao 001; Fan Wu 006; Fei Wu 001 (AAAI, 2025)

Preliminary Evaluation of the Test-Time Training Layers in Recommendation System (Student Abstract). - Tianyu Zhan; Zheqi Lv; Shengyu Zhang 001; Jiwei Li 001 (AAAI, 2025)

OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (ACL (1), 2025)

Packing Analysis: Packing Is More Appropriate for Large Models or Datasets in Supervised Fine-tuning. - Shuhe Wang; Guoyin Wang 002; Yizhong Wang; Jiwei Li 001; Eduard H. Hovy; Chen Guo (ACL (Findings), 2025)

VideoShield: Regulating Diffusion-based Video Generation Models via Watermarking. - Runyi Hu; Jie Zhang 073; Yiming Li 004; Jiwei Li 001; Qing Guo 005; Han Qiu 001; Tianwei Zhang 004 (ICLR, 2025)

Collaboration of Large Language Models and Small Recommendation Models for Device-Cloud Recommendation. - Zheqi Lv; Tianyu Zhan; Wenjie Wang 007; Xinyu Lin 001; Shengyu Zhang 001; Wenqiao Zhang; Jiwei Li 001; Kun Kuang; Fei Wu 001 (KDD (1), 2025)

GPT-NER: Named Entity Recognition via Large Language Models. - Shuhe Wang; Xiaofei Sun 001; Xiaoya Li 001; Rongbin Ouyang; Fei Wu 001; Tianwei Zhang 004; Jiwei Li 001; Guoyin Wang 002; Chen Guo (NAACL (Findings), 2025)

Turn That Frown Upside Down: FaceID Customization via Cross-Training Data. - Shuhe Wang; Xiaoya Li 001; Xiaofei Sun 001; Guoyin Wang 002; Tianwei Zhang 004; Jiwei Li 001; Eduard H. Hovy (CoRR, 2025)

Picky LLMs and Unreliable RMs: An Empirical Study on Safety Alignment after Instruction Tuning. - Guanlin Li; Kangjie Chen; Shangwei Guo; Jie Zhang 073; Han Qiu 001; Chao Zhang 008; Guoyin Wang 002; Tianwei Zhang 004; Jiwei Li 001 (CoRR, 2025)

FaceID-6M: A Large-Scale, Open-Source FaceID Customization Dataset. - Shuhe Wang; Xiaoya Li 001; Jiwei Li 001; Guoyin Wang 002; Xiaofei Sun 001; Bob Zhu; Han Qiu 001; Mo Yu; Shengjie Shen; Tianwei Zhang 004; Eduard H. Hovy (CoRR, 2025)

Mask Image Watermarking. - Runyi Hu; Jie Zhang 073; Shiqian Zhao; Nils Lukas; Jiwei Li 001; Qing Guo 005; Han Qiu 001; Tianwei Zhang 004 (CoRR, 2025)

Device-Cloud Collaborative Correction for On-Device Recommendation. - Tianyu Zhan; Shengyu Zhang 001; Zheqi Lv; Jieming Zhu; Jiwei Li 001; Fan Wu 006; Fei Wu 001 (CoRR, 2025)

OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use. - Xueyu Hu; Tao Xiong; Biao Yi; Zishu Wei; Ruixuan Xiao; Yurun Chen 004; Jiasheng Ye; Meiling Tao; Xiangxin Zhou; Ziyu Zhao 001; Yuhuai Li; Shengze Xu; et al. (CoRR, 2025)