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Xuxin Cheng
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2020 – today
- 2024
- [c56]Bang Yang, Yong Dai, Xuxin Cheng, Yaowei Li, Asif Raza, Yuexian Zou:
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning. AAAI 2024: 6458-6466 - [c55]Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yaowei Li, Xianwei Zhuang, Yuexian Zou:
Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport. AAAI 2024: 17844-17852 - [c54]Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou:
Exploiting Auxiliary Caption for Video Grounding. AAAI 2024: 18508-18516 - [c53]Zhihong Zhu, Xuxin Cheng, Yaowei Li, Hongxiang Li, Yuexian Zou:
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment. AAAI 2024: 19777-19785 - [c52]Xianwei Zhuang, Xuxin Cheng, Yuexian Zou:
Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling. AAAI 2024: 19786-19794 - [c51]Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Xianwei Zhuang, Zhiqi Huang, Yuexian Zou:
Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment. ACL (Short Papers) 2024: 153-160 - [c50]Xuxin Cheng, Zhihong Zhu, Bang Yang, Xianwei Zhuang, Hongxiang Li, Yuexian Zou:
Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding. ACL (Findings) 2024: 1806-1816 - [c49]Xianwei Zhuang, Xuxin Cheng, Liming Liang, Yuxin Xie, Zhichang Wang, Zhiqi Huang, Yuexian Zou:
PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling. ACL (1) 2024: 5235-5246 - [c48]Cheng Niu, Xingguang Wang, Xuxin Cheng, Juntong Song, Tong Zhang:
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation. ACL (1) 2024: 8724-8741 - [c47]Xuxin Cheng, Ziyu Yao, Yifei Xin, Hao An, Hongxiang Li, Yaowei Li, Yuexian Zou:
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup. ACL (1) 2024: 11283-11294 - [c46]Xuxin Cheng, Zhihong Zhu, Xianwei Zhuang, Zhanpeng Chen, Zhiqi Huang, Yuexian Zou:
MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts. ACL (Findings) 2024: 14868-14879 - [c45]Zhihong Zhu, Xuxin Cheng, Zhanpeng Chen, Zhichang Wang, Zhiqi Huang, Yuexian Zou:
SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding. CIKM 2024: 3570-3580 - [c44]Zhihong Zhu, Yunyan Zhang, Xuxin Cheng, Zhiqi Huang, Derong Xu, Xian Wu, Yefeng Zheng:
Alignment before Awareness: Towards Visual Question Localized-Answering in Robotic Surgery via Optimal Transport and Answer Semantics. LREC/COLING 2024: 711-721 - [c43]Hao An, Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Yuexian Zou:
Knowledge-enhanced Prompt Tuning for Dialogue-based Relation Extraction with Trigger and Label Semantic. LREC/COLING 2024: 9822-9831 - [c42]Zhihong Zhu, Xuxin Cheng, Guimin Hu, Yaowei Li, Zhiqi Huang, Yuexian Zou:
Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling. LREC/COLING 2024: 16581-16591 - [c41]Zhihong Zhu, Xuxin Cheng, Hao An, Zhichang Wang, Dongsheng Chen, Zhiqi Huang:
Zero-Shot Spoken Language Understanding via Large Language Models: A Preliminary Study. LREC/COLING 2024: 17877-17883 - [c40]Xianwei Zhuang, Hongxiang Li, Xuxin Cheng, Zhihong Zhu, Yuxin Xie, Yuexian Zou:
KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval. ECCV (34) 2024: 313-331 - [c39]Xuan Wu, Hongxiang Li, Yuanjiang Luo, Xuxin Cheng, Xianwei Zhuang, Meng Cao, Keren Fu:
Uncertainty-Aware Sign Language Video Retrieval with Probability Distribution Modeling. ECCV (44) 2024: 390-408 - [c38]Juntong Song, Xingguang Wang, Juno Zhu, Yuanhao Wu, Xuxin Cheng, Randy Zhong, Cheng Niu:
RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation. EMNLP (Industry Track) 2024: 1548-1558 - [c37]Wanshi Xu, Xuxin Cheng, Zhihong Zhu, Zhanpeng Chen, Yuexian Zou:
Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System. EMNLP (Findings) 2024: 10409-10419 - [c36]Wanshi Xu, Xianwei Zhuang, Zhanpeng Chen, Zhihong Zhu, Xuxin Cheng, Yuexian Zou:
What are the Generator Preferences for End-to-end Task-Oriented Dialog System? EMNLP 2024: 10992-11003 - [c35]Yaowei Li, Yating Liu, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Bang Yang, Zhiqi Huang:
KC-Prompt: End-To-End Knowledge-Complementary Prompting for Rehearsal-Free Continual Learning. ICASSP 2024: 1-5 - [c34]Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi:
Retrieval is Accurate Generation. ICLR 2024 - [c33]Qianqian Dong, Zhiying Huang, Qi Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang:
PolyVoice: Language Models for Speech to Speech Translation. ICLR 2024 - [c32]Xuxin Cheng, Kexin Shi, Ananye Agarwal, Deepak Pathak:
Extreme Parkour with Legged Robots. ICRA 2024: 11443-11450 - [c31]Xuxin Cheng, Yuexian Zou:
Generating More Audios for End-to-End Spoken Language Understanding. IJCAI 2024: 6234-6242 - [c30]Zhihong Zhu, Xuxin Cheng, Yunyan Zhang, Zhaorun Chen, Qingqing Long, Hongxiang Li, Zhiqi Huang, Xian Wu, Yefeng Zheng:
Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation. MICCAI (3) 2024: 303-313 - [c29]Zhihong Zhu
, Xuxin Cheng
InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing. ACM Multimedia 2024: 515-524 - [c28]Ziyu Yao
FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model. ACM Multimedia 2024: 3411-3420 - [c27]Xianwei Zhuang
Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration. ACM Multimedia 2024: 4670-4679 - [c26]Xianwei Zhuang, Zhichang Wang, Xuxin Cheng, Yuxin Xie, Liming Liang, Yuexian Zou:
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration. NAACL-HLT 2024: 8077-8090 - [c25]Zhihong Zhu
Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding. WSDM 2024: 1022-1031 - [i32]Bang Yang, Yong Dai, Xuxin Cheng, Yaowei Li, Asif Raza, Yuexian Zou:
Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning. CoRR abs/2401.17186 (2024) - [i31]Xuxin Cheng, Yandong Ji
Expressive Whole-Body Control for Humanoid Robots. CoRR abs/2402.16796 (2024) - [i30]Bowen Cao, Deng Cai, Leyang Cui, Xuxin Cheng, Wei Bi, Yuexian Zou, Shuming Shi:
Retrieval is Accurate Generation. CoRR abs/2402.17532 (2024) - [i29]Minghuan Liu, Zixuan Chen, Xuxin Cheng, Yandong Ji
Visual Whole-Body Control for Legged Loco-Manipulation. CoRR abs/2403.16967 (2024) - [i28]Xuxin Cheng, Heng Yu, Harry Zhang, Wenxing Deng:
WeightedPose: Generalizable Cross-Pose Estimation via Weighted SVD. CoRR abs/2405.02241 (2024) - [i27]Cheng Niu, Xingguang Wang, Xuxin Cheng, Juntong Song, Tong Zhang:
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation. CoRR abs/2405.13037 (2024) - [i26]Xuan Wu, Hongxiang Li, Yuanjiang Luo, Xuxin Cheng, Xianwei Zhuang, Meng Cao, Keren Fu:
Uncertainty-aware sign language video retrieval with probability distribution modeling. CoRR abs/2405.19689 (2024) - [i25]Xuxin Cheng, Wanshi Xu, Zhihong Zhu, Hongxiang Li, Yuexian Zou:
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. CoRR abs/2405.20852 (2024) - [i24]Jingheng Ye
EXCGEC: A Benchmark of Edit-wise Explainable Chinese Grammatical Error Correction. CoRR abs/2407.00924 (2024) - [i23]Jingheng Ye
CLEME2.0: Towards More Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction. CoRR abs/2407.00934 (2024) - [i22]Xuxin Cheng, Jialong Li, Shiqi Yang, Ge Yang, Xiaolong Wang:
Open-TeleVision: Teleoperation with Immersive Active Visual Feedback. CoRR abs/2407.01512 (2024) - [i21]Siwei Wu, Kang Zhu, Yu Bai, Yiming Liang, Yizhi Li, Haoning Wu, Jiaheng Liu, Ruibo Liu, Xingwei Qu, Xuxin Cheng, Ge Zhang, Wenhao Huang, Chenghua Lin:
MMRA: A Benchmark for Multi-granularity Multi-image Relational Association. CoRR abs/2407.17379 (2024) - [i20]Ziyu Yao, Xuxin Cheng, Zhiqi Huang:
FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model. CoRR abs/2408.09384 (2024) - [i19]Shiqi Yang, Minghuan Liu, Yuzhe Qin, Runyu Ding, Jialong Li, Xuxin Cheng, Ruihan Yang, Sha Yi, Xiaolong Wang:
ACE: A Cross-Platform Visual-Exoskeletons System for Low-Cost Dexterous Teleoperation. CoRR abs/2408.11805 (2024) - [i18]Yifei Xin, Zhihong Zhu, Xuxin Cheng, Xusheng Yang, Yuexian Zou:
Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation. CoRR abs/2409.09256 (2024) - [i17]Yifei Xin, Xuxin Cheng, Zhihong Zhu, Xusheng Yang, Yuexian Zou:
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval. CoRR abs/2409.10025 (2024) - [i16]Qi Wu, Zipeng Fu, Xuxin Cheng, Xiaolong Wang, Chelsea Finn:
Helpful DoggyBot: Open-World Object Fetching using Legged Robots and Vision-Language Models. CoRR abs/2410.00231 (2024) - 2023
- [c24]Xuxin Cheng, Bowen Cao, Qichen Ye, Zhihong Zhu, Hongxiang Li, Yuexian Zou:
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. ACL (Findings) 2023: 6492-6505 - [c23]Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou:
Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations. ACL (Findings) 2023: 12523-12531 - [c22]Xuxin Cheng
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning. CIKM 2023: 326-336 - [c21]Xuxin Cheng
DAS-CL: Towards Multimodal Machine Translation via Dual-Level Asymmetric Contrastive Learning. CIKM 2023: 337-347 - [c20]Zhihong Zhu, Xuxin Cheng, Zhiqi Huang, Dongsheng Chen, Yuexian Zou:
Enhancing Code-Switching for Cross-lingual SLU: A Unified View of Semantic and Grammatical Coherence. EMNLP 2023: 7849-7856 - [c19]Zhiqi Huang, Dongsheng Chen, Zhihong Zhu, Xuxin Cheng:
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding. EMNLP (Findings) 2023: 7936-7949 - [c18]Xuxin Cheng, Zhihong Zhu, Wanshi Xu, Yaowei Li, Hongxiang Li, Yuexian Zou:
Accelerating Multiple Intent Detection and Slot Filling via Targeted Knowledge Distillation. EMNLP (Findings) 2023: 8900-8910 - [c17]Xuxin Cheng, Zhihong Zhu, Bowen Cao, Qichen Ye, Yuexian Zou:
MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling. EMNLP (Findings) 2023: 10495-10505 - [c16]Yifeng Xie
Syntax Matters: Towards Spoken Language Understanding via Syntax-Aware Attention. EMNLP (Findings) 2023: 11858-11864 - [c15]Xuxin Cheng, Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Yuexian Zou:
M3ST: Mix at Three Levels for Speech Translation. ICASSP 2023: 1-5 - [c14]Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yaowei Li, Yuexian Zou:
SSVMR: Saliency-Based Self-Training for Video-Music Retrieval. ICASSP 2023: 1-5 - [c13]Zhihong Zhu, Weiyuan Xu, Xuxin Cheng, Tengtao Song, Yuexian Zou:
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding. ICASSP 2023: 1-5 - [c12]Yaowei Li, Bang Yang, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yuexian Zou:
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation. ICCV 2023: 2851-2862 - [c11]Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou:
G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. ICCV 2023: 11998-12008 - [c10]Xuxin Cheng, Ashish Kumar, Deepak Pathak:
Legs as Manipulator: Pushing Quadrupedal Agility Beyond Locomotion. ICRA 2023: 5106-5112 - [c9]Xuxin Cheng, Wanshi Xu, Ziyu Yao, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou:
FC-MTLF: A Fine- and Coarse-grained Multi-Task Learning Framework for Cross-Lingual Spoken Language Understanding. INTERSPEECH 2023: 690-694 - [c8]Xuxin Cheng, Ziyu Yao, Zhihong Zhu, Yaowei Li, Hongxiang Li, Yuexian Zou:
C²A-SLU: Cross and Contrastive Attention for Improving ASR Robustness in Spoken Language Understanding. INTERSPEECH 2023: 695-699 - [c7]Xuxin Cheng, Zhihong Zhu, Ziyu Yao, Hongxiang Li, Yaowei Li, Yuexian Zou:
GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering. INTERSPEECH 2023: 1134-1138 - [c6]Zhihong Zhu, Xuxin Cheng, Dongsheng Chen, Zhiqi Huang, Hongxiang Li, Yuexian Zou:
Mix before Align: Towards Zero-shot Cross-lingual Sentiment Analysis via Soft-Mix and Multi-View Learning. INTERSPEECH 2023: 3969-3973 - [c5]Yu Wang, Zhun Zhong, Pengchong Qiao, Xuxin Cheng, Xiawu Zheng, Chang Liu, Nicu Sebe, Rongrong Ji, Jie Chen:
Discover and Align Taxonomic Context Priors for Open-world Semi-Supervised Learning. NeurIPS 2023 - [i15]Hongxiang Li, Meng Cao, Xuxin Cheng, Zhihong Zhu, Yaowei Li, Yuexian Zou:
Generating Templated Caption for Video Grounding. CoRR abs/2301.05997 (2023) - [i14]Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yaowei Li, Yuexian Zou:
SSVMR: Saliency-based Self-training for Video-Music Retrieval. CoRR abs/2302.09328 (2023) - [i13]Ziyu Yao, Xuxin Cheng, Yuexian Zou:
PoseRAC: Pose Saliency Transformer for Repetitive Action Counting. CoRR abs/2303.08450 (2023) - [i12]Xuxin Cheng, Ashish Kumar, Deepak Pathak:
Legs as Manipulator: Pushing Quadrupedal Agility Beyond Locomotion. CoRR abs/2303.11330 (2023) - [i11]Yaowei Li, Bang Yang, Xuxin Cheng, Zhihong Zhu, Hongxiang Li, Yuexian Zou:
Unify, Align and Refine: Multi-Level Semantic Alignment for Radiology Report Generation. CoRR abs/2303.15932 (2023) - [i10]Qianqian Dong, Zhiying Huang, Qiao Tian, Chen Xu, Tom Ko, Yunlong Zhao, Siyuan Feng, Tang Li, Kexin Wang, Xuxin Cheng, Fengpeng Yue, Ye Bai, Xi Chen, Lu Lu, Zejun Ma, Yuping Wang, Mingxuan Wang, Yuxuan Wang:
PolyVoice: Language Models for Speech to Speech Translation. CoRR abs/2306.02982 (2023) - [i9]Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou:
G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory. CoRR abs/2307.14277 (2023) - [i8]Xuxin Cheng, Kexin Shi, Ananye Agarwal, Deepak Pathak:
Extreme Parkour with Legged Robots. CoRR abs/2309.14341 (2023) - [i7]Xuxin Cheng, Bowen Cao, Qichen Ye, Zhihong Zhu, Hongxiang Li, Yuexian Zou:
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. CoRR abs/2311.11375 (2023) - 2022
- [c4]Zipeng Fu, Xuxin Cheng, Deepak Pathak:
Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion. CoRL 2022: 138-149 - [i6]Zipeng Fu, Xuxin Cheng, Deepak Pathak:
Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion. CoRR abs/2210.10044 (2022) - [i5]Zhihong Zhu, Weiyuan Xu, Xuxin Cheng, Tengtao Song, Yuexian Zou:
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding. CoRR abs/2211.04023 (2022) - [i4]Xuxin Cheng, Qianqian Dong, Fengpeng Yue, Tom Ko, Mingxuan Wang, Yuexian Zou:
M3ST: Mix at Three Levels for Speech Translation. CoRR abs/2212.03657 (2022) - 2021
- [c3]Zhongyu Li, Xuxin Cheng, Xue Bin Peng, Pieter Abbeel, Sergey Levine, Glen Berseth, Koushil Sreenath:
Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots. ICRA 2021: 2811-2817 - [i3]Zhongyu Li, Xuxin Cheng, Xue Bin Peng, Pieter Abbeel, Sergey Levine, Glen Berseth, Koushil Sreenath:
Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots. CoRR abs/2103.14295 (2021) - 2020
- [c2]Fei Ye, Xuxin Cheng, Pin Wang, Ching-Yao Chan, Jiucai Zhang:
Automated Lane Change Strategy using Proximal Policy Optimization-based Deep Reinforcement Learning. IV 2020: 1746-1752 - [i2]Fei Ye, Xuxin Cheng, Pin Wang, Ching-Yao Chan:
Automated Lane Change Strategy using Proximal Policy Optimization-based Deep Reinforcement Learning. CoRR abs/2002.02667 (2020)
2010 – 2019
- 2019
- [c1]Tianyu Shi, Pin Wang, Xuxin Cheng, Ching-Yao Chan, Ding Huang:
Driving Decision and Control for Automated Lane Change Behavior based on Deep Reinforcement Learning. ITSC 2019: 2895-2900 - [i1]Tianyu Shi, Pin Wang, Xuxin Cheng, Ching-Yao Chan:
Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning. CoRR abs/1904.10171 (2019)
Coauthor Index
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