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BibTeX records: Jiaxin Huang 0001
@inproceedings{DBLP:conf/aaai/Huang26a,
author = {Jiaxin Huang},
editor = {Sven Koenig and
Chad Jenkins and
Matthew E. Taylor},
title = {Breaking the Resource Monopoly: {LLM} Post-Training and Serving with
Modest Data and Compute},
booktitle = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
Conference on Innovative Applications of Artificial Intelligence,
Sixteenth Symposium on Educational Advances in Artificial Intelligence,
{AAAI} 2026, Singapore, January 20-27, 2026},
pages = {39822},
publisher = {{AAAI} Press},
year = {2026},
url = {https://doi.org/10.1609/aaai.v40i47.41347},
doi = {10.1609/AAAI.V40I47.41347},
timestamp = {Thu, 19 Mar 2026 15:52:11 +0100},
biburl = {https://dblp.org/rec/conf/aaai/Huang26a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/HuangHH26,
author = {Chengsong Huang and
Langlin Huang and
Jiaxin Huang},
editor = {Vera Demberg and
Kentaro Inui and
Llu{\'{\i}}s Marquez},
title = {Divide, Reweight, and Conquer: {A} Logit Arithmetic Approach for In-Context
Learning},
booktitle = {Proceedings of the 19th Conference of the European Chapter of the
Association for Computational Linguistics, {EACL} 2026 - Volume 1:
Long Papers, Rabat, Morocco, March 24-29, 2026},
pages = {229--249},
publisher = {Association for Computational Linguistics},
year = {2026},
url = {https://aclanthology.org/2026.eacl-long.11/},
timestamp = {Mon, 30 Mar 2026 17:02:29 +0200},
biburl = {https://dblp.org/rec/conf/eacl/HuangHH26.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2601-05167,
author = {Chengsong Huang and
Tong Zheng and
Langlin Huang and
Jinyuan Li and
Haolin Liu and
Jiaxin Huang},
title = {RelayLLM: Efficient Reasoning via Collaborative Decoding},
journal = {CoRR},
volume = {abs/2601.05167},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2601.05167},
doi = {10.48550/ARXIV.2601.05167},
eprinttype = {arXiv},
eprint = {2601.05167},
timestamp = {Wed, 11 Feb 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2601-05167.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-03689,
author = {Jiashuo Sun and
Pengcheng Jiang and
Saizhuo Wang and
Jiajun Fan and
Heng Wang and
Siru Ouyang and
Ming Zhong and
Yizhu Jiao and
Chengsong Huang and
Xueqiang Xu and
Pengrui Han and
Peiran Li and
Jiaxin Huang and
Ge Liu and
Heng Ji and
Jiawei Han},
title = {Rethinking the Reranker: Boundary-Aware Evidence Selection for Robust
Retrieval-Augmented Generation},
journal = {CoRR},
volume = {abs/2602.03689},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.03689},
doi = {10.48550/ARXIV.2602.03689},
eprinttype = {arXiv},
eprint = {2602.03689},
timestamp = {Fri, 13 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-03689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-03845,
author = {Tong Zheng and
Chengsong Huang and
Runpeng Dai and
Yun He and
Rui Liu and
Xin Ni and
Huiwen Bao and
Kaishen Wang and
Hongtu Zhu and
Jiaxin Huang and
Furong Huang and
Heng Huang},
title = {Parallel-Probe: Towards Efficient Parallel Thinking via 2D Probing},
journal = {CoRR},
volume = {abs/2602.03845},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.03845},
doi = {10.48550/ARXIV.2602.03845},
eprinttype = {arXiv},
eprint = {2602.03845},
timestamp = {Sat, 14 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-03845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2602-04145,
author = {Jinyuan Li and
Chengsong Huang and
Langlin Huang and
Shaoyang Xu and
Haolin Liu and
Wenxuan Zhang and
Jiaxin Huang},
title = {Training Data Efficiency in Multimodal Process Reward Models},
journal = {CoRR},
volume = {abs/2602.04145},
year = {2026},
url = {https://doi.org/10.48550/arXiv.2602.04145},
doi = {10.48550/ARXIV.2602.04145},
eprinttype = {arXiv},
eprint = {2602.04145},
timestamp = {Fri, 13 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2602-04145.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/AlbaWS0A25,
author = {Charles Alba and
Benjamin C. Warner and
Akshar Saxena and
Jiaxin Huang and
Ruopeng An},
editor = {Jin Zhao and
Mingyang Wang and
Zhu Liu},
title = {Towards Robust Sentiment Analysis of Temporally-Sensitive Policy-Related
Online Text},
booktitle = {Proceedings of the 63rd Annual Meeting of the Association for Computational
Linguistics (Volume 4: Student Research Workshop), {ACL} 2025, Vienna,
Austria, July 27 - August 1, 2025},
pages = {958--976},
publisher = {Association for Computational Linguistics},
year = {2025},
url = {https://doi.org/10.18653/v1/2025.acl-srw.70},
doi = {10.18653/V1/2025.ACL-SRW.70},
timestamp = {Tue, 24 Mar 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acl/AlbaWS0A25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KongF0H0CZ25,
author = {Lecheng Kong and
Jiarui Feng and
Hao Liu and
Chengsong Huang and
Jiaxin Huang and
Yixin Chen and
Muhan Zhang},
title = {{GOFA:} {A} Generative One-For-All Model for Joint Graph Language
Modeling},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=mIjblC9hfm},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/KongF0H0CZ25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LengHZ025,
author = {Jixuan Leng and
Chengsong Huang and
Banghua Zhu and
Jiaxin Huang},
title = {Taming Overconfidence in LLMs: Reward Calibration in {RLHF}},
booktitle = {The Thirteenth International Conference on Learning Representations,
{ICLR} 2025, Singapore, April 24-28, 2025},
publisher = {OpenReview.net},
year = {2025},
url = {https://openreview.net/forum?id=l0tg0jzsdL},
timestamp = {Thu, 15 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LengHZ025.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iros/HuangHZMX25,
author = {Jiaxin Huang and
Yan Huang and
Yixian Zhao and
Wenchao Meng and
Jinming Xu},
title = {CoCoL: {A} Communication Efficient Decentralized Collaborative Learning
Method for Multi-Robot Systems},
booktitle = {{IEEE/RSJ} International Conference on Intelligent Robots and Systems,
{IROS} 2025, Hangzhou, China, October 19-25, 2025},
pages = {6219--6226},
publisher = {{IEEE}},
year = {2025},
url = {https://doi.org/10.1109/IROS60139.2025.11246767},
doi = {10.1109/IROS60139.2025.11246767},
timestamp = {Fri, 09 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iros/HuangHZMX25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-00031,
author = {Chengsong Huang and
Langlin Huang and
Jixuan Leng and
Jiacheng Liu and
Jiaxin Huang},
title = {Efficient Test-Time Scaling via Self-Calibration},
journal = {CoRR},
volume = {abs/2503.00031},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2503.00031},
doi = {10.48550/ARXIV.2503.00031},
eprinttype = {arXiv},
eprint = {2503.00031},
timestamp = {Tue, 08 Apr 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2503-00031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2504-00043,
author = {Jixuan Leng and
Chengsong Huang and
Langlin Huang and
Bill Yuchen Lin and
William W. Cohen and
Haohan Wang and
Jiaxin Huang},
title = {CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and
LVLMs with Controllable Puzzle Generation},
journal = {CoRR},
volume = {abs/2504.00043},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2504.00043},
doi = {10.48550/ARXIV.2504.00043},
eprinttype = {arXiv},
eprint = {2504.00043},
timestamp = {Sun, 18 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2504-00043.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-03566,
author = {Langlin Huang and
Chengsong Huang and
Jixuan Leng and
Di Huang and
Jiaxin Huang},
title = {{POSS:} Position Specialist Generates Better Draft for Speculative
Decoding},
journal = {CoRR},
volume = {abs/2506.03566},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2506.03566},
doi = {10.48550/ARXIV.2506.03566},
eprinttype = {arXiv},
eprint = {2506.03566},
timestamp = {Sun, 06 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2506-03566.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-20898,
author = {Jiaxin Huang and
Yan Huang and
Yixian Zhao and
Wenchao Meng and
Jinming Xu},
title = {CoCoL: {A} Communication Efficient Decentralized Collaborative Method
for Multi-Robot Systems},
journal = {CoRR},
volume = {abs/2508.20898},
year = {2025},
url = {https://doi.org/10.48550/arXiv.2508.20898},
doi = {10.48550/ARXIV.2508.20898},
eprinttype = {arXiv},
eprint = {2508.20898},
timestamp = {Tue, 23 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2508-20898.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Ouyang0P0Z024,
author = {Siru Ouyang and
Jiaxin Huang and
Pranav Pillai and
Yunyi Zhang and
Yu Zhang and
Jiawei Han},
editor = {Ricardo Baeza{-}Yates and
Francesco Bonchi},
title = {Ontology Enrichment for Effective Fine-grained Entity Typing},
booktitle = {Proceedings of the 30th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2024, Barcelona, Spain, August 25-29, 2024},
pages = {2318--2327},
publisher = {{ACM}},
year = {2024},
url = {https://doi.org/10.1145/3637528.3671857},
doi = {10.1145/3637528.3671857},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/Ouyang0P0Z024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2405-04086,
author = {Yongqi Tong and
Sizhe Wang and
Dawei Li and
Yifan Wang and
Simeng Han and
Zi Lin and
Chengsong Huang and
Jiaxin Huang and
Jingbo Shang},
title = {Optimizing Language Model's Reasoning Abilities with Weak Supervision},
journal = {CoRR},
volume = {abs/2405.04086},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2405.04086},
doi = {10.48550/ARXIV.2405.04086},
eprinttype = {arXiv},
eprint = {2405.04086},
timestamp = {Fri, 07 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2405-04086.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-09709,
author = {Lecheng Kong and
Jiarui Feng and
Hao Liu and
Chengsong Huang and
Jiaxin Huang and
Yixin Chen and
Muhan Zhang},
title = {{GOFA:} {A} Generative One-For-All Model for Joint Graph Language
Modeling},
journal = {CoRR},
volume = {abs/2407.09709},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.09709},
doi = {10.48550/ARXIV.2407.09709},
eprinttype = {arXiv},
eprint = {2407.09709},
timestamp = {Thu, 10 Jul 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-09709.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-09724,
author = {Jixuan Leng and
Chengsong Huang and
Banghua Zhu and
Jiaxin Huang},
title = {Taming Overconfidence in LLMs: Reward Calibration in {RLHF}},
journal = {CoRR},
volume = {abs/2410.09724},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.09724},
doi = {10.48550/ARXIV.2410.09724},
eprinttype = {arXiv},
eprint = {2410.09724},
timestamp = {Fri, 06 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-09724.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-10074,
author = {Chengsong Huang and
Langlin Huang and
Jiaxin Huang},
title = {Divide, Reweight, and Conquer: {A} Logit Arithmetic Approach for In-Context
Learning},
journal = {CoRR},
volume = {abs/2410.10074},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2410.10074},
doi = {10.48550/ARXIV.2410.10074},
eprinttype = {arXiv},
eprint = {2410.10074},
timestamp = {Fri, 06 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2410-10074.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001GHW00023,
author = {Jiaxin Huang and
Shixiang Gu and
Le Hou and
Yuexin Wu and
Xuezhi Wang and
Hongkun Yu and
Jiawei Han},
editor = {Houda Bouamor and
Juan Pino and
Kalika Bali},
title = {Large Language Models Can Self-Improve},
booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2023, Singapore, December 6-10, 2023},
pages = {1051--1068},
publisher = {Association for Computational Linguistics},
year = {2023},
url = {https://doi.org/10.18653/v1/2023.emnlp-main.67},
doi = {10.18653/V1/2023.EMNLP-MAIN.67},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0001GHW00023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/MengMHZA023,
author = {Yu Meng and
Martin Michalski and
Jiaxin Huang and
Yu Zhang and
Tarek F. Abdelzaher and
Jiawei Han},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Tuning Language Models as Training Data Generators for Augmentation-Enhanced
Few-Shot Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
pages = {24457--24477},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/meng23b.html},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/MengMHZA023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MengHZZ023,
author = {Yu Meng and
Jiaxin Huang and
Yu Zhang and
Yunyi Zhang and
Jiawei Han},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {Pretrained Language Representations for Text Understanding: {A} Weakly-Supervised
Perspective},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5817--5818},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599569},
doi = {10.1145/3580305.3599569},
timestamp = {Wed, 05 Nov 2025 07:37:02 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MengHZZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/GeH0023,
author = {Suyu Ge and
Jiaxin Huang and
Yu Meng and
Jiawei Han},
editor = {Tat{-}Seng Chua and
Hady W. Lauw and
Luo Si and
Evimaria Terzi and
Panayiotis Tsaparas},
title = {FineSum: Target-Oriented, Fine-Grained Opinion Summarization},
booktitle = {Proceedings of the Sixteenth {ACM} International Conference on Web
Search and Data Mining, {WSDM} 2023, Singapore, 27 February 2023 -
3 March 2023},
pages = {1093--1101},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3539597.3570397},
doi = {10.1145/3539597.3570397},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wsdm/GeH0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/FiondaHAACCC0DE23,
author = {Valeria Fionda and
Olaf Hartig and
Reyhaneh Abdolazimi and
Sihem Amer{-}Yahia and
Hongzhi Chen and
Xiao Chen and
Peng Cui and
Jeffrey Dalton and
Xin Luna Dong and
Lisette Esp{\'{\i}}n{-}Noboa and
Wenqi Fan and
Manuela Fritz and
Quan Gan and
Jingtong Gao and
Xiaojie Guo and
Torsten Hahmann and
Jiawei Han and
Soyeon Caren Han and
Estevam Hruschka and
Liang Hu and
Jiaxin Huang and
Utkarshani Jaimini and
Olivier Jeunen and
Yushan Jiang and
Fariba Karimi and
George Karypis and
Krishnaram Kenthapadi and
Himabindu Lakkaraju and
Hady W. Lauw and
Thai Le and
Trung{-}Hoang Le and
Dongwon Lee and
Geon Lee and
Liat Levontin and
Cheng{-}Te Li and
Haoyang Li and
Ying Li and
Jay Chiehen Liao and
Qidong Liu and
Usha Lokala and
Ben London and
Siqu Long and
Hande K{\"{u}}{\c{c}}{\"{u}}k{-}McGinty and
Yu Meng and
Seungwhan Moon and
Usman Naseem and
Pradeep Natarajan and
Behrooz Omidvar{-}Tehrani and
Zijie Pan and
Devesh Parekh and
Jian Pei and
Tiago Peixoto and
Steven Pemberton and
Josiah Poon and
Filip Radlinski and
Federico Rossetto and
Kaushik Roy and
Aghiles Salah and
Mehrnoosh Sameki and
Amit P. Sheth and
Cogan Shimizu and
Kijung Shin and
Dongjin Song and
Julia Stoyanovich and
Dacheng Tao and
Johanne R. Trippas and
Quoc Truong and
Yu{-}Che Tsai and
Adaku Uchendu and
Bram van den Akker and
Lin Wang and
Minjie Wang and
Shoujin Wang and
Xin Wang and
Ingmar Weber and
Henry Weld and
Lingfei Wu and
Da Xu and
Yifan Ethan Xu and
Shuyuan Xu and
Bo Yang and
Ke Yang and
Elad Yom{-}Tov and
Jaemin Yoo and
Zhou Yu and
Reza Zafarani and
Hamed Zamani and
Meike Zehlike and
Qi Zhang and
Xikun Zhang and
Yongfeng Zhang and
Yu Zhang and
Zheng Zhang and
Liang Zhao and
Xiangyu Zhao and
Wenwu Zhu},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Tutorials at The Web Conference 2023},
booktitle = {Companion Proceedings of the {ACM} Web Conference 2023, {WWW} 2023,
Austin, TX, USA, 30 April 2023 - 4 May 2023},
pages = {648--658},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543873.3587713},
doi = {10.1145/3543873.3587713},
timestamp = {Tue, 27 Jan 2026 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/FiondaHAACCC0DE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-07795,
author = {Siru Ouyang and
Jiaxin Huang and
Pranav Pillai and
Yunyi Zhang and
Yu Zhang and
Jiawei Han},
title = {Ontology Enrichment for Effective Fine-grained Entity Typing},
journal = {CoRR},
volume = {abs/2310.07795},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.07795},
doi = {10.48550/ARXIV.2310.07795},
eprinttype = {arXiv},
eprint = {2310.07795},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-07795.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/Huang0022,
author = {Jiaxin Huang and
Yu Meng and
Jiawei Han},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation
and Instance Generation},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {605--614},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3539443},
doi = {10.1145/3534678.3539443},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/Huang0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001H0022,
author = {Yu Meng and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Adapting Pretrained Representations for Text Mining},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4806--4807},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542607},
doi = {10.1145/3534678.3542607},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001H0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MengHZH22,
author = {Yu Meng and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
editor = {Sanmi Koyejo and
S. Mohamed and
A. Agarwal and
Danielle Belgrave and
K. Cho and
A. Oh},
title = {Generating Training Data with Language Models: Towards Zero-Shot Language
Understanding},
booktitle = {Advances in Neural Information Processing Systems 35: Annual Conference
on Neural Information Processing Systems 2022, NeurIPS 2022, New Orleans,
LA, USA, November 28 - December 9, 2022},
year = {2022},
url = {http://papers.nips.cc/paper\_files/paper/2022/hash/0346c148ba1c21c6b4780a961ea141dc-Abstract-Conference.html},
timestamp = {Mon, 08 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MengHZH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/0001ZHZ022,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
editor = {Fr{\'{e}}d{\'{e}}rique Laforest and
Rapha{\"{e}}l Troncy and
Elena Simperl and
Deepak Agarwal and
Aristides Gionis and
Ivan Herman and
Lionel M{\'{e}}dini},
title = {Topic Discovery via Latent Space Clustering of Pretrained Language
Model Representations},
booktitle = {{WWW} '22: The {ACM} Web Conference 2022, Virtual Event, Lyon, France,
April 25 - 29, 2022},
pages = {3143--3152},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3485447.3512034},
doi = {10.1145/3485447.3512034},
timestamp = {Mon, 03 Mar 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/0001ZHZ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04538,
author = {Yu Meng and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
title = {Generating Training Data with Language Models: Towards Zero-Shot Language
Understanding},
journal = {CoRR},
volume = {abs/2202.04538},
year = {2022},
url = {https://arxiv.org/abs/2202.04538},
eprinttype = {arXiv},
eprint = {2202.04538},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04538.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-04582,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
title = {Topic Discovery via Latent Space Clustering of Pretrained Language
Model Representations},
journal = {CoRR},
volume = {abs/2202.04582},
year = {2022},
url = {https://arxiv.org/abs/2202.04582},
eprinttype = {arXiv},
eprint = {2202.04582},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-04582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10744,
author = {Jiaxin Huang and
Tianqi Liu and
Jialu Liu and
{\'{A}}d{\'{a}}m D. Lelkes and
Cong Yu and
Jiawei Han},
title = {All Birds with One Stone: Multi-task Text Classification for Efficient
Inference with One Forward Pass},
journal = {CoRR},
volume = {abs/2205.10744},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10744},
doi = {10.48550/ARXIV.2205.10744},
eprinttype = {arXiv},
eprint = {2205.10744},
timestamp = {Mon, 03 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10744.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-13746,
author = {Jiaxin Huang and
Yu Meng and
Jiawei Han},
title = {Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation
and Instance Generation},
journal = {CoRR},
volume = {abs/2206.13746},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2206.13746},
doi = {10.48550/ARXIV.2206.13746},
eprinttype = {arXiv},
eprint = {2206.13746},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2206-13746.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11610,
author = {Jiaxin Huang and
Shixiang Shane Gu and
Le Hou and
Yuexin Wu and
Xuezhi Wang and
Hongkun Yu and
Jiawei Han},
title = {Large Language Models Can Self-Improve},
journal = {CoRR},
volume = {abs/2210.11610},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11610},
doi = {10.48550/ARXIV.2210.11610},
eprinttype = {arXiv},
eprint = {2210.11610},
timestamp = {Mon, 04 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11610.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-03044,
author = {Yu Meng and
Martin Michalski and
Jiaxin Huang and
Yu Zhang and
Tarek F. Abdelzaher and
Jiawei Han},
title = {Tuning Language Models as Training Data Generators for Augmentation-Enhanced
Few-Shot Learning},
journal = {CoRR},
volume = {abs/2211.03044},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.03044},
doi = {10.48550/ARXIV.2211.03044},
eprinttype = {arXiv},
eprint = {2211.03044},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-03044.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/0001ZHWZJ021,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Xuan Wang and
Yu Zhang and
Heng Ji and
Jiawei Han},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Distantly-Supervised Named Entity Recognition with Noise-Robust Learning
and Language Model Augmented Self-Training},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {10367--10378},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.810},
doi = {10.18653/V1/2021.EMNLP-MAIN.810},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/0001ZHWZJ021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangLSJBCPG021,
author = {Jiaxin Huang and
Chunyuan Li and
Krishan Subudhi and
Damien Jose and
Shobana Balakrishnan and
Weizhu Chen and
Baolin Peng and
Jianfeng Gao and
Jiawei Han},
editor = {Marie{-}Francine Moens and
Xuanjing Huang and
Lucia Specia and
Scott Wen{-}tau Yih},
title = {Few-Shot Named Entity Recognition: An Empirical Baseline Study},
booktitle = {Proceedings of the 2021 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2021, Virtual Event / Punta Cana, Dominican
Republic, 7-11 November, 2021},
pages = {10408--10423},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.emnlp-main.813},
doi = {10.18653/V1/2021.EMNLP-MAIN.813},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangLSJBCPG021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/0001H0021,
author = {Yu Meng and
Jiaxin Huang and
Yu Zhang and
Jiawei Han},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {On the Power of Pre-Trained Text Representations: Models and Applications
in Text Mining},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {4052--4053},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3470810},
doi = {10.1145/3447548.3470810},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/0001H0021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-05003,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Xuan Wang and
Yu Zhang and
Heng Ji and
Jiawei Han},
title = {Distantly-Supervised Named Entity Recognition with Noise-Robust Learning
and Language Model Augmented Self-Training},
journal = {CoRR},
volume = {abs/2109.05003},
year = {2021},
url = {https://arxiv.org/abs/2109.05003},
eprinttype = {arXiv},
eprint = {2109.05003},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-05003.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-08845,
author = {Suyu Ge and
Jiaxin Huang and
Yu Meng and
Sharon Wang and
Jiawei Han},
title = {Fine-Grained Opinion Summarization with Minimal Supervision},
journal = {CoRR},
volume = {abs/2110.08845},
year = {2021},
url = {https://arxiv.org/abs/2110.08845},
eprinttype = {arXiv},
eprint = {2110.08845},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-08845.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/MengHWWZ020,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Jiawei Han},
title = {Unsupervised Word Embedding Learning by Incorporating Local and Global
Contexts},
journal = {Frontiers Big Data},
volume = {3},
pages = {9},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.00009},
doi = {10.3389/FDATA.2020.00009},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/MengHWWZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuangMGJH20,
author = {Jiaxin Huang and
Yu Meng and
Fang Guo and
Heng Ji and
Jiawei Han},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment
Topic Embedding},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6989--6999},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.568},
doi = {10.18653/V1/2020.EMNLP-MAIN.568},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuangMGJH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/MengZHXJZH20,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Chenyan Xiong and
Heng Ji and
Chao Zhang and
Jiawei Han},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Text Classification Using Label Names Only: {A} Language Model Self-Training
Approach},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {9006--9017},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.724},
doi = {10.18653/V1/2020.EMNLP-MAIN.724},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/MengZHXJZH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MengZH0Z020,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Yu Zhang and
Chao Zhang and
Jiawei Han},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1908--1917},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403242},
doi = {10.1145/3394486.3403242},
timestamp = {Sun, 02 Nov 2025 21:27:16 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MengZH0Z020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HuangXMZ020,
author = {Jiaxin Huang and
Yiqing Xie and
Yu Meng and
Yunyi Zhang and
Jiawei Han},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning
and Relation Transferring},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {1928--1936},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3403244},
doi = {10.1145/3394486.3403244},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HuangXMZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/MengH020,
author = {Yu Meng and
Jiaxin Huang and
Jiawei Han},
editor = {Rajesh Gupta and
Yan Liu and
Jiliang Tang and
B. Aditya Prakash},
title = {Embedding-Driven Multi-Dimensional Topic Mining and Text Analysis},
booktitle = {{KDD} '20: The 26th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, CA, USA, August 23-27, 2020},
pages = {3573--3574},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3394486.3406483},
doi = {10.1145/3394486.3406483},
timestamp = {Sun, 19 Jan 2025 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/MengH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangMHXW020,
author = {Yu Zhang and
Yu Meng and
Jiaxin Huang and
Frank F. Xu and
Xuan Wang and
Jiawei Han},
editor = {Jimmy X. Huang and
Yi Chang and
Xueqi Cheng and
Jaap Kamps and
Vanessa Murdock and
Ji{-}Rong Wen and
Yiqun Liu},
title = {Minimally Supervised Categorization of Text with Metadata},
booktitle = {Proceedings of the 43rd International {ACM} {SIGIR} conference on
research and development in Information Retrieval, {SIGIR} 2020, Virtual
Event, China, July 25-30, 2020},
pages = {1231--1240},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3397271.3401168},
doi = {10.1145/3397271.3401168},
timestamp = {Sat, 06 Sep 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangMHXW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/MengHWWZZ020,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Yu Zhang and
Jiawei Han},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Discriminative Topic Mining via Category-Name Guided Text Embedding},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2121--2132},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380278},
doi = {10.1145/3366423.3380278},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/MengHWWZZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/HuangXMSZ020,
author = {Jiaxin Huang and
Yiqing Xie and
Yu Meng and
Jiaming Shen and
Yunyi Zhang and
Jiawei Han},
editor = {Yennun Huang and
Irwin King and
Tie{-}Yan Liu and
Maarten van Steen},
title = {Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and
Co-Expansion},
booktitle = {{WWW} '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020},
pages = {2188--2198},
publisher = {{ACM} / {IW3C2}},
year = {2020},
url = {https://doi.org/10.1145/3366423.3380284},
doi = {10.1145/3366423.3380284},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/HuangXMSZ020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-10106,
author = {Jiaxin Huang and
Yiqing Xie and
Yu Meng and
Jiaming Shen and
Yunyi Zhang and
Jiawei Han},
title = {Guiding Corpus-based Set Expansion by Auxiliary Sets Generation and
Co-Expansion},
journal = {CoRR},
volume = {abs/2001.10106},
year = {2020},
url = {https://arxiv.org/abs/2001.10106},
eprinttype = {arXiv},
eprint = {2001.10106},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-10106.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00624,
author = {Yu Zhang and
Yu Meng and
Jiaxin Huang and
Frank F. Xu and
Xuan Wang and
Jiawei Han},
title = {Minimally Supervised Categorization of Text with Metadata},
journal = {CoRR},
volume = {abs/2005.00624},
year = {2020},
url = {https://arxiv.org/abs/2005.00624},
eprinttype = {arXiv},
eprint = {2005.00624},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00624.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-09536,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Yu Zhang and
Chao Zhang and
Jiawei Han},
title = {Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding},
journal = {CoRR},
volume = {abs/2007.09536},
year = {2020},
url = {https://arxiv.org/abs/2007.09536},
eprinttype = {arXiv},
eprint = {2007.09536},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-09536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06705,
author = {Jiaxin Huang and
Yu Meng and
Fang Guo and
Heng Ji and
Jiawei Han},
title = {Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment
Topic Embedding},
journal = {CoRR},
volume = {abs/2010.06705},
year = {2020},
url = {https://arxiv.org/abs/2010.06705},
eprinttype = {arXiv},
eprint = {2010.06705},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06705.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-06714,
author = {Jiaxin Huang and
Yiqing Xie and
Yu Meng and
Yunyi Zhang and
Jiawei Han},
title = {CoRel: Seed-Guided Topical Taxonomy Construction by Concept Learning
and Relation Transferring},
journal = {CoRR},
volume = {abs/2010.06714},
year = {2020},
url = {https://arxiv.org/abs/2010.06714},
eprinttype = {arXiv},
eprint = {2010.06714},
timestamp = {Thu, 29 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-06714.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07245,
author = {Yu Meng and
Yunyi Zhang and
Jiaxin Huang and
Chenyan Xiong and
Heng Ji and
Chao Zhang and
Jiawei Han},
title = {Text Classification Using Label Names Only: {A} Language Model Self-Training
Approach},
journal = {CoRR},
volume = {abs/2010.07245},
year = {2020},
url = {https://arxiv.org/abs/2010.07245},
eprinttype = {arXiv},
eprint = {2010.07245},
timestamp = {Sun, 25 May 2025 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07245.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14978,
author = {Jiaxin Huang and
Chunyuan Li and
Krishan Subudhi and
Damien Jose and
Shobana Balakrishnan and
Weizhu Chen and
Baolin Peng and
Jianfeng Gao and
Jiawei Han},
title = {Few-Shot Named Entity Recognition: {A} Comprehensive Study},
journal = {CoRR},
volume = {abs/2012.14978},
year = {2020},
url = {https://arxiv.org/abs/2012.14978},
eprinttype = {arXiv},
eprint = {2012.14978},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14978.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pvldb/MengHSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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Jiaxin Huang and
Guangyuan Wang and
Chao Zhang and
Honglei Zhuang and
Lance M. Kaplan and
Jiawei Han},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Spherical Text Embedding},
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timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/MengHWZZK019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-1908-07162,
author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Zihan Wang and
Chao Zhang and
Jiawei Han},
title = {CatE: Category-Name GuidedWord Embedding},
journal = {CoRR},
volume = {abs/1908.07162},
year = {2019},
url = {http://arxiv.org/abs/1908.07162},
eprinttype = {arXiv},
eprint = {1908.07162},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yu Meng and
Jiaxin Huang and
Guangyuan Wang and
Chao Zhang and
Honglei Zhuang and
Lance M. Kaplan and
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title = {Spherical Text Embedding},
journal = {CoRR},
volume = {abs/1911.01196},
year = {2019},
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eprinttype = {arXiv},
eprint = {1911.01196},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-01196.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Fengli Xu and
Guozhen Zhang and
Zhilong Chen and
Jiaxin Huang and
Yong Li and
Diyi Yang and
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title = {Understanding Motivations behind Inaccurate Check-ins},
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biburl = {https://dblp.org/rec/journals/pacmhci/XuZCH0YZM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ming Zeng and
Tzu{-}Heng Lin and
Min Chen and
Huan Yan and
Jiaxin Huang and
Jing Wu and
Yong Li},
title = {Temporal-Spatial Mobile Application Usage Understanding and Popularity
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biburl = {https://dblp.org/rec/journals/wc/ZengLCYHWL18.bib},
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Tzu{-}Heng Lin and
Ming Zeng and
Jing Wu and
Jiaxin Huang and
Yong Li and
Depeng Jin},
title = {Characterizing the Usage of Mobile Video Service in Cellular Networks},
booktitle = {2017 {IEEE} Global Communications Conference, {GLOBECOM} 2017, Singapore,
December 4-8, 2017},
pages = {1--6},
publisher = {{IEEE}},
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biburl = {https://dblp.org/rec/conf/globecom/YanLZWHLJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/mass/HuangXLL17,
author = {Jiaxin Huang and
Fengli Xu and
Yujun Lin and
Yong Li},
title = {On the Understanding of Interdependency of Mobile App Usage},
booktitle = {14th {IEEE} International Conference on Mobile Ad Hoc and Sensor Systems,
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pages = {471--475},
publisher = {{IEEE} Computer Society},
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biburl = {https://dblp.org/rec/conf/mass/HuangXLL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tsc/XuLHWSSL16,
author = {Fengli Xu and
Yuyun Lin and
Jiaxin Huang and
Di Wu and
Hongzhi Shi and
Jeungeun Song and
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biburl = {https://dblp.org/rec/journals/tsc/XuLHWSSL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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