Xuanli He
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
31
Venues
9
Active years
2017–2026
Best venue rank
A*
Where they publish
Papers
31 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | PiCSAR: Probabilistic Confidence Selection and Ranking for Reasoning Chains. | Joshua Ong Jun Leang, Zheng Zhao, Aryo Pradipta Gema, Sohee Yang, Wai-Chung Kwan, Xuanli He, Wenda Li, Pasquale Minervini, Eleonora Giunchiglia, Shay B. Cohen |
| 2025 | ACL | TUBA: Cross-Lingual Transferability of Backdoor Attacks in LLMs with Instruction Tuning. | Xuanli He, Jun Wang, Qiongkai Xu, Pasquale Minervini, Pontus Stenetorp, Benjamin I. P. Rubinstein, Trevor Cohn |
| 2025 | EMNLP | Cut the Deadwood Out: Backdoor Purification via Guided Module Substitution. | Yao Tong, Weijun Li, Xuanli He, Haolan Zhan, Qiongkai Xu |
| 2025 | EMNLP | GRADA: Graph-based Reranking against Adversarial Documents Attack. | Jingjie Zheng, Aryo Pradipta Gema, Giwon Hong, Xuanli He, Pasquale Minervini, Youcheng Sun, Qiongkai Xu |
| 2025 | ICLR | An Auditing Test to Detect Behavioral Shift in Language Models. | Leo Richter, Xuanli He, Pasquale Minervini, Matt J. Kusner |
| 2025 | NAACL | IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models. | David Ifeoluwa Adelani, Jessica Ojo, Israel Abebe Azime, Jian Yun Zhuang, Jesujoba Oluwadara Alabi, Xuanli He, Millicent Ochieng, Sara Hooker, Andiswa Bukula, En-Shiun Annie Lee, Chiamaka Ijeoma Chukwuneke, Happy Buzaaba, Blessing K. Sibanda, Godson Koffi Kalipe, Jonathan Mukiibi, Salomon Kabongo Kabenamualu, Foutse Yuehgoh, Mmasibidi Setaka, Lolwethu Ndolela, Nkiruka Odu, Rooweither Mabuya, Salomey Osei, Shamsuddeen Hassan Muhammad, Sokhar Samb, Tadesse Kebede Guge, Tombekai Vangoni Sherman, Pontus Stenetorp |
| 2025 | NAACL | Are We Done with MMLU? | Aryo Pradipta Gema, Joshua Ong Jun Leang, Giwon Hong, Alessio Devoto, Alberto Carlo Maria Mancino, Rohit Saxena, Xuanli He, Yu Zhao, Xiaotang Du, Mohammad Reza Ghasemi Madani, Claire Barale, Robert McHardy, Joshua Harris, Jean Kaddour, Emile van Krieken, Pasquale Minervini |
| 2025 | NAACL | Self-Training Large Language Models for Tool-Use Without Demonstrations. | Ne Luo, Aryo Pradipta Gema, Xuanli He, Emile van Krieken, Pietro Lesci, Pasquale Minervini |
| 2025 | NAACL | Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering. | Yu Zhao, Alessio Devoto, Giwon Hong, Xiaotang Du, Aryo Pradipta Gema, Hongru Wang, Xuanli He, Kam-Fai Wong, Pasquale Minervini |
| 2024 | ACL | Here's a Free Lunch: Sanitizing Backdoored Models with Model Merge. | Ansh Arora, Xuanli He, Maximilian Mozes, Srinibas Swain, Mark Dras, Qiongkai Xu |
| 2024 | ACL | Using Natural Language Explanations to Improve Robustness of In-context Learning. | Xuanli He, Yuxiang Wu, Oana-Maria Camburu, Pasquale Minervini, Pontus Stenetorp |
| 2024 | NAACL | AfriMTE and AfriCOMET: Enhancing COMET to Embrace Under-resourced African Languages. | Jiayi Wang, David Ifeoluwa Adelani, Sweta Agrawal, Marek Masiak, Ricardo Rei, Eleftheria Briakou, Marine Carpuat, Xuanli He, Sofia Bourhim, Andiswa Bukula, Muhidin Mohamed, Temitayo Olatoye, Tosin P. Adewumi, Hamam Mokayed, Christine Mwase, Wangui Kimotho, Foutse Yuehgoh, Anuoluwapo Aremu, Jessica Ojo, Shamsuddeen Hassan Muhammad, Salomey Osei, Abdul-Hakeem Omotayo, Chiamaka Chukwuneke, Perez Ogayo, Oumaima Hourrane, Salma El Anigri, Lolwethu Ndolela, Thabiso Mangwana, Shafie Abdi Mohamed, Ayinde Hassan, Oluwabusayo Olufunke Awoyomi, Lama Alkhaled, Sana Sabah Al-Azzawi, Naome A. Etori, Millicent Ochieng, Clemencia Siro, Njoroge Kiragu, Eric Muchiri, Wangari Kimotho, Sakayo Toadoum Sari, Lyse Naomi Wamba Momo, Daud Abolade, Simbiat Ajao, Iyanuoluwa Shode, Ricky Macharm, Ruqayya Nasir Iro, Saheed S. Abdullahi, Stephen E. Moore, Bernard Opoku, Zainab Akinjobi, Afolabi Abeeb, Nnaemeka C. Obiefuna, Onyekachi Raphael Ogbu, Sam Ochieng', Verrah Otiende, Chinedu E. Mbonu, Yao Lu, Pontus Stenetorp |
| 2024 | NAACL | Backdoor Attacks on Multilingual Machine Translation. | Jun Wang, Qiongkai Xu, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn |
| 2023 | ACL | Rethinking Round-Trip Translation for Machine Translation Evaluation. | Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn |
| 2023 | CIKM | Can Knowledge Graphs Simplify Text? | Anthony M. Colas, Haodi Ma, Xuanli He, Yang Bai, Daisy Zhe Wang |
| 2023 | EMNLP | Mitigating Backdoor Poisoning Attacks through the Lens of Spurious Correlation. | Xuanli He, Qiongkai Xu, Jun Wang, Benjamin I. P. Rubinstein, Trevor Cohn |
| 2023 | EMNLP | Koala: An Index for Quantifying Overlaps with Pre-training Corpora. | Thuy-Trang Vu, Xuanli He, Gholamreza Haffari, Ehsan Shareghi |
| 2023 | EMNLP | Security Challenges in Natural Language Processing Models. | Qiongkai Xu, Xuanli He |
| 2022 | AAAI | Protecting Intellectual Property of Language Generation APIs with Lexical Watermark. | Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang |
| 2022 | COLING | Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs. | Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari |
| 2022 | EMNLP | Extracted BERT Model Leaks More Information than You Think! | Xuanli He, Lingjuan Lyu, Chen Chen, Qiongkai Xu |
| 2022 | EMNLP | Foiling Training-Time Attacks on Neural Machine Translation Systems. | Jun Wang, Xuanli He, Benjamin I. P. Rubinstein, Trevor Cohn |
| 2021 | EMNLP | Generalised Unsupervised Domain Adaptation of Neural Machine Translation with Cross-Lingual Data Selection. | Thuy-Trang Vu, Xuanli He, Dinh Q. Phung, Gholamreza Haffari |
| 2021 | NAACL | Model Extraction and Adversarial Transferability, Your BERT is Vulnerable! | Xuanli He, Lingjuan Lyu, Lichao Sun, Qiongkai Xu |
| 2020 | ACL | Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation. | Xuanli He, Gholamreza Haffari, Mohammad Norouzi |
| 2020 | EMNLP | Scene Graph Modification Based on Natural Language Commands. | Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam |
| 2020 | EMNLP | Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness. | Lingjuan Lyu, Xuanli He, Yitong Li |
| 2020 | SIGIR | Towards Differentially Private Text Representations. | Lingjuan Lyu, Yitong Li, Xuanli He, Tong Xiao |
| 2018 | CoNLL | Sequence to Sequence Mixture Model for Diverse Machine Translation. | Xuanli He, Gholamreza Haffari, Mohammad Norouzi |
| 2017 | CIKM | Privacy-Preserving Collaborative Deep Learning with Application to Human Activity Recognition. | Lingjuan Lyu, Xuanli He, Yee Wei Law, Marimuthu Palaniswami |
| 2017 | EMNLP | Word Representation Models for Morphologically Rich Languages in Neural Machine Translation. | Ekaterina Vylomova, Trevor Cohn, Xuanli He, Gholamreza Haffari |