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Wenxuan Zhou
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2020 – today
- 2024
- [j5]Kai Wang, Xiang Lei, Wenxuan Zhou, Saige Cheng, Jing Li:
Historical Information-Aided Monitoring of Few-Sample Modes in Industrial Processes With Orthogonal Transferred Projection. IEEE Trans. Ind. Informatics 20(8): 10375-10386 (2024) - [c44]Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen:
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. EACL (Findings) 2024: 766-781 - [c43]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. ICLR 2024 - [i45]Tianyi Yan, Fei Wang, James Y. Huang, Wenxuan Zhou, Fan Yin, Aram Galstyan, Wenpeng Yin, Muhao Chen:
Contrastive Instruction Tuning. CoRR abs/2402.11138 (2024) - [i44]Entong Su, Chengzhe Jia, Yuzhe Qin, Wenxuan Zhou, Annabella Macaluso, Binghao Huang, Xiaolong Wang:
Sim2Real Manipulation on Unknown Objects with Tactile-based Reinforcement Learning. CoRR abs/2403.12170 (2024) - [i43]James Y. Huang, Wenxuan Zhou, Fei Wang, Fred Morstatter, Sheng Zhang, Hoifung Poon, Muhao Chen:
Offset Unlearning for Large Language Models. CoRR abs/2404.11045 (2024) - [i42]Kuan-Yen Chou, Santhosh Prabhu, Giri Subramanian, Wenxuan Zhou, Aanand Nayyar, Brighten Godfrey, Matthew Caesar:
Scaling Data Plane Verification with Intent-based Slicing. CoRR abs/2405.20982 (2024) - [i41]Fei Wang, Xingyu Fu, James Y. Huang, Zekun Li, Qin Liu, Xiaogeng Liu, Mingyu Derek Ma, Nan Xu, Wenxuan Zhou, Kai Zhang, Tianyi Lorena Yan, Wenjie Jacky Mo, Hsiang-Hui Liu, Pan Lu, Chunyuan Li, Chaowei Xiao, Kai-Wei Chang, Dan Roth, Sheng Zhang, Hoifung Poon, Muhao Chen:
MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding. CoRR abs/2406.09411 (2024) - [i40]Wenxuan Zhou, Ravi Agrawal, Shujian Zhang, Sathish Reddy Indurthi, Sanqiang Zhao, Kaiqiang Song, Silei Xu, Chenguang Zhu:
WPO: Enhancing RLHF with Weighted Preference Optimization. CoRR abs/2406.11827 (2024) - [i39]Fei Wang, Wenxuan Zhou, James Y. Huang, Nan Xu, Sheng Zhang, Hoifung Poon, Muhao Chen:
mDPO: Conditional Preference Optimization for Multimodal Large Language Models. CoRR abs/2406.11839 (2024) - [i38]Sathish Reddy Indurthi, Wenxuan Zhou, Shamil Chollampatt, Ravi Agrawal, Kaiqiang Song, Lingxiao Zhao, Chenguang Zhu:
Improving Multilingual Instruction Finetuning via Linguistically Natural and Diverse Datasets. CoRR abs/2407.01853 (2024) - [i37]Bowen Jiang, Yilin Wu, Wenxuan Zhou, Chris Paxton, David Held:
HACMan++: Spatially-Grounded Motion Primitives for Manipulation. CoRR abs/2407.08585 (2024) - 2023
- [c42]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. ACL (Findings) 2023: 504-519 - [c41]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. ACL (Findings) 2023: 10336-10351 - [c40]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. ACL (1) 2023: 13249-13263 - [c39]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoNLL 2023: 414-423 - [c38]Wenxuan Zhou, Bowen Jiang, Fan Yang, Chris Paxton, David Held:
HACMan: Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation. CoRL 2023: 241-265 - [c37]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. EACL 2023: 865-872 - [c36]Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen:
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. EMNLP 2023: 5227-5240 - [c35]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. EMNLP (Findings) 2023: 14544-14556 - [c34]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. EMNLP (Findings) 2023: 15173-15184 - [c33]Vipul Harsh
, Wenxuan Zhou
, Sachin Ashok
, Radhika Niranjan Mysore
, Brighten Godfrey
, Sujata Banerjee
:
Murphy: Performance Diagnosis of Distributed Cloud Applications. SIGCOMM 2023: 438-451 - [i36]Wenxuan Zhou, Sheng Zhang, Hoifung Poon, Muhao Chen:
Context-faithful Prompting for Large Language Models. CoRR abs/2303.11315 (2023) - [i35]Wenxuan Zhou, Bowen Jiang, Fan Yang, Chris Paxton, David Held:
Learning Hybrid Actor-Critic Maps for 6D Non-Prehensile Manipulation. CoRR abs/2305.03942 (2023) - [i34]Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen:
How Fragile is Relation Extraction under Entity Replacements? CoRR abs/2305.13551 (2023) - [i33]Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen:
A Causal View of Entity Bias in (Large) Language Models. CoRR abs/2305.14695 (2023) - [i32]Tianqing Fang, Zhaowei Wang, Wenxuan Zhou, Hongming Zhang, Yangqiu Song, Muhao Chen:
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning. CoRR abs/2305.14970 (2023) - [i31]Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. CoRR abs/2305.17627 (2023) - [i30]Wenxuan Zhou, Sheng Zhang, Yu Gu, Muhao Chen, Hoifung Poon:
UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition. CoRR abs/2308.03279 (2023) - [i29]Fan Yang, Wenxuan Zhou, Zuxin Liu, Ding Zhao, David Held:
Reinforcement Learning in a Safety-Embedded MDP with Trajectory Optimization. CoRR abs/2310.06903 (2023) - [i28]Zekun Li, Wenxuan Zhou, Yao-Yi Chiang, Muhao Chen:
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding. CoRR abs/2310.14478 (2023) - 2022
- [j4]Kai Wang
, Wenxuan Zhou
, Yanfang Mo
, Xiaofeng Yuan, Yalin Wang, Chunhua Yang:
New mode cold start monitoring in industrial processes: A solution of spatial-temporal feature transfer. Knowl. Based Syst. 248: 108851 (2022) - [c32]Wenxuan Zhou, Fangyu Liu
, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. ACL (1) 2022: 5412-5424 - [c31]Kai Wang, Wenxuan Zhou, Chenliang Liu
, Xiaofeng Yuan, Yalin Wang:
A multi-source transfer learning method for new mode monitoring in industrial processes. CoDIT 2022: 124-129 - [c30]Wenxuan Zhou, Steven Bohez, Jan Humplik, Nicolas Heess, Abbas Abdolmaleki, Dushyant Rao, Markus Wulfmeier, Tuomas Haarnoja:
Forgetting and Imbalance in Robot Lifelong Learning with Off-policy Data. CoLLAs 2022: 294-309 - [c29]Wenxuan Zhou, David Held:
Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity. CoRL 2022: 150-160 - [c28]Wenxuan Zhou, Fangyu Liu, Huan Zhang, Muhao Chen:
Sharpness-Aware Minimization with Dynamic Reweighting. EMNLP (Findings) 2022: 5686-5699 - [c27]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. EMNLP (Findings) 2022: 6575-6594 - [c26]Wenxuan Zhou, Muhao Chen:
An Improved Baseline for Sentence-level Relation Extraction. AACL/IJCNLP (2) 2022: 161-168 - [c25]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction. NAACL-HLT (Findings) 2022: 1698-1708 - [c24]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. NAACL-HLT 2022: 3071-3081 - [c23]Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. NAACL-HLT 2022: 4314-4325 - [c22]Wenxuan Zhou, Zhihao Qu, Yanchao Zhao, Bin Tang, Baoliu Ye:
An efficient split learning framework for recurrent neural network in mobile edge environment. RACS 2022: 131-138 - [i27]Wenxuan Zhou, Steven Bohez, Jan Humplik, Abbas Abdolmaleki, Dushyant Rao, Markus Wulfmeier, Tuomas Haarnoja, Nicolas Heess:
Offline Distillation for Robot Lifelong Learning with Imbalanced Experience. CoRR abs/2204.05893 (2022) - [i26]Wenxuan Zhou, Qiang Ning, Heba Elfardy, Kevin Small, Muhao Chen:
Answer Consolidation: Formulation and Benchmarking. CoRR abs/2205.00042 (2022) - [i25]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi:
Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. CoRR abs/2205.03784 (2022) - [i24]Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi:
GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction. CoRR abs/2205.03786 (2022) - [i23]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Summarization as Indirect Supervision for Relation Extraction. CoRR abs/2205.09837 (2022) - [i22]Xiaocong Yang, James Y. Huang, Wenxuan Zhou, Muhao Chen:
Parameter-Efficient Tuning with Special Token Adaptation. CoRR abs/2210.04382 (2022) - [i21]Wenxuan Zhou, David Held:
Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity. CoRR abs/2211.01500 (2022) - [i20]Tianqing Fang, Wenxuan Zhou, Fangyu Liu, Hongming Zhang, Yangqiu Song, Muhao Chen:
On-the-fly Denoising for Data Augmentation in Natural Language Understanding. CoRR abs/2212.10558 (2022) - [i19]Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen:
Multi-hop Evidence Retrieval for Cross-document Relation Extraction. CoRR abs/2212.10786 (2022) - [i18]Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon:
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction. CoRR abs/2212.10823 (2022) - 2021
- [c21]Wenxuan Zhou, Kevin Huang, Tengyu Ma, Jing Huang:
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling. AAAI 2021: 14612-14620 - [c20]Wenxuan Zhou, Bill Yuchen Lin, Xiang Ren:
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization. AAAI 2021: 14621-14629 - [c19]Harshit Sikchi, Wenxuan Zhou, David Held:
Learning Off-Policy with Online Planning. CoRL 2021: 1622-1633 - [c18]Wenxuan Zhou, Fangyu Liu
, Muhao Chen:
Contrastive Out-of-Distribution Detection for Pretrained Transformers. EMNLP (1) 2021: 1100-1111 - [c17]Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. EMNLP (1) 2021: 5381-5392 - [i17]Wenxuan Zhou, Muhao Chen:
An Improved Baseline for Sentence-level Relation Extraction. CoRR abs/2102.01373 (2021) - [i16]Harshit Sikchi, Wenxuan Zhou, David Held:
Lyapunov Barrier Policy Optimization. CoRR abs/2103.09230 (2021) - [i15]Wenxuan Zhou, Muhao Chen:
Learning from Noisy Labels for Entity-Centric Information Extraction. CoRR abs/2104.08656 (2021) - [i14]Wenxuan Zhou, Muhao Chen:
Contrastive Out-of-Distribution Detection for Pretrained Transformers. CoRR abs/2104.08812 (2021) - [i13]Wenxuan Zhou, Fangyu Liu, Ivan Vulic, Nigel Collier, Muhao Chen:
Prix-LM: Pretraining for Multilingual Knowledge Base Construction. CoRR abs/2110.08443 (2021) - [i12]Wenxuan Zhou, Muhao Chen:
δ-SAM: Sharpness-Aware Minimization with Dynamic Reweighting. CoRR abs/2112.08772 (2021) - 2020
- [j3]Jingli Zhang, Yu Hong
, Wenxuan Zhou, Jianmin Yao, Min Zhang:
Interactive learning for joint event and relation extraction. Int. J. Mach. Learn. Cybern. 11(2): 449-461 (2020) - [c16]Wenxuan Zhou, Sujay Bajracharya, David Held:
PLAS: Latent Action Space for Offline Reinforcement Learning. CoRL 2020: 1719-1735 - [c15]Ziqi Wang, Yujia Qin, Wenxuan Zhou, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren:
Learning from Explanations with Neural Execution Tree. ICLR 2020 - [c14]Wenxuan Zhou
, Hongtao Lin, Bill Yuchen Lin, Ziqi Wang, Junyi Du, Leonardo Neves, Xiang Ren:
NERO: A Neural Rule Grounding Framework for Label-Efficient Relation Extraction. WWW 2020: 2166-2176 - [i11]Wenxuan Zhou
, Bill Yuchen Lin, Xiang Ren:
IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization. CoRR abs/2005.02178 (2020) - [i10]Ziqian Zeng, Wenxuan Zhou, Xin Liu, Zizheng Lin, Yangqiu Song, Michael David Kuo, Wan Hang Keith Chiu:
A Variational Approach to Unsupervised Sentiment Analysis. CoRR abs/2008.09394 (2020) - [i9]Harshit Sikchi, Wenxuan Zhou, David Held:
Learning Off-Policy with Online Planning. CoRR abs/2008.10066 (2020) - [i8]Wenxuan Zhou
, Kevin Huang, Tengyu Ma, Jing Huang:
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling. CoRR abs/2010.11304 (2020) - [i7]Wenxuan Zhou, Sujay Bajracharya, David Held:
PLAS: Latent Action Space for Offline Reinforcement Learning. CoRR abs/2011.07213 (2020)
2010 – 2019
- 2019
- [c13]Wenxuan Zhou, Lerrel Pinto, Abhinav Gupta:
Environment Probing Interaction Policies. ICLR (Poster) 2019 - [c12]Ziqian Zeng, Wenxuan Zhou
, Xin Liu
, Yangqiu Song:
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. NAACL-HLT (1) 2019: 386-396 - [i6]Ziqian Zeng, Wenxuan Zhou, Xin Liu
, Yangqiu Song:
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification. CoRR abs/1904.05055 (2019) - [i5]Wenxuan Zhou, Lerrel Pinto, Abhinav Gupta:
Environment Probing Interaction Policies. CoRR abs/1907.11740 (2019) - [i4]Wenxuan Zhou, Hongtao Lin, Ziqi Wang, Leonardo Neves, Xiang Ren:
Neural Rule Grounding for Low-Resource Relation Extraction. CoRR abs/1909.02177 (2019) - [i3]Ziqi Wang, Yujia Qin, Wenxuan Zhou
, Jun Yan, Qinyuan Ye, Leonardo Neves, Zhiyuan Liu, Xiang Ren:
Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations. CoRR abs/1911.01352 (2019) - 2018
- [c11]Yu Hong, Wenxuan Zhou, Jingli Zhang, Qiaoming Zhu, Guodong Zhou:
Self-regulation: Employing a Generative Adversarial Network to Improve Event Detection. ACL (1) 2018: 515-526 - [c10]Jingli Zhang, Wenxuan Zhou, Yu Hong, Jianmin Yao, Min Zhang:
Using Entity Relation to Improve Event Detection via Attention Mechanism. NLPCC (1) 2018: 171-183 - [c9]Wenxuan Zhou, Jason Croft, Bingzhe Liu, Elaine Ang, Matthew Caesar:
Automatically Correcting Networks with NEAt. NSDI 2018: 595-608 - 2017
- [b1]Wenxuan Zhou:
Guided synthesis of network behavior. University of Illinois Urbana-Champaign, USA, 2017 - [j2]Amir Houmansadr
, Wenxuan Zhou, Matthew Caesar
, Nikita Borisov:
SWEET: Serving the Web by Exploiting Email Tunnels. IEEE/ACM Trans. Netw. 25(3): 1517-1527 (2017) - [c8]Wenxuan Zhou, Jason Croft, Bingzhe Liu, Matthew Caesar
:
NEAt: Network Error Auto-Correct. SOSR 2017: 157-163 - 2016
- [c7]Yu Hong, Liang Yao, Mengyi Liu, Tongtao Zhang, Wenxuan Zhou, Jianmin Yao, Heng Ji:
Image-Image Search for Comparable Corpora Construction. HyTra@COLING 2016: 16-25 - [i2]Yu Hong, Yingying Qiu, Zengzhuang Xu, Wenxuan Zhou, Jian Tang, Xiaobin Wang, Liang Yao, Jianmin Yao:
SoochowNLP Team System Description for 2016 KBP Slot Filling and Nugget Detection Tasks. TAC 2016 - 2015
- [c6]Wenxuan Zhou, Dong (Kevin) Jin, Jason Croft, Matthew Caesar, Philip Brighten Godfrey:
Enforcing Customizable Consistency Properties in Software-Defined Networks. NSDI 2015: 73-85 - 2013
- [c5]Ahmed Khurshid, Xuan Zou, Wenxuan Zhou, Matthew Caesar, Philip Brighten Godfrey:
VeriFlow: Verifying Network-Wide Invariants in Real Time. NSDI 2013: 15-27 - [c4]Stevens Le Blond, David R. Choffnes, Wenxuan Zhou, Peter Druschel, Hitesh Ballani, Paul Francis:
Towards efficient traffic-analysis resistant anonymity networks. SIGCOMM 2013: 303-314 - 2012
- [j1]Ahmed Khurshid, Wenxuan Zhou, Matthew Caesar
, Brighten Godfrey:
Veriflow: verifying network-wide invariants in real time. Comput. Commun. Rev. 42(4): 467-472 (2012) - [c3]Ahmed Khurshid, Wenxuan Zhou, Matthew Caesar
, Brighten Godfrey:
VeriFlow: verifying network-wide invariants in real time. HotSDN@SIGCOMM 2012: 49-54 - [i1]Amir Houmansadr, Wenxuan Zhou, Matthew Caesar, Nikita Borisov:
SWEET: Serving the Web by Exploiting Email Tunnels. CoRR abs/1211.3191 (2012) - 2011
- [c2]Wenxuan Zhou, Qingxi Li, Matthew Caesar
, Brighten Godfrey:
ASAP: a low-latency transport layer. CoNEXT 2011: 20 - [c1]Qingxi Li, Wenxuan Zhou, Matthew Caesar
, Brighten Godfrey:
ASAP: a low-latency transport layer. SIGCOMM 2011: 390-391
Coauthor Index
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