PPaperPicks

Xuxin Cheng

41 papers at tracked venues · 24 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×10AAAI ×6ICLR ×4ACM MM ×3EMNLP ×3ECCV ×2ICRA ×2InterSpeech ×2CIKM ×1CVPR ×1EACL ×1IJCAI ×1IROS ×1MICCAI ×1NAACL ×1RSS ×1WSDM ×1

Frequent coauthors

Yuexian Zou
×22
Zhihong Zhu
×18
Xianwei Zhuang
×12
Hongxiang Li
×10
Zhiqi Huang
×7
Yaowei Li
×7
Zhanpeng Chen
×6
Cao Liu
×4
Ke Zeng
×4
Zhichang Wang
×4
Xin Yang
×3
Ziyu Yao
×3

Papers

  1. DIFFA-2: A Practical Diffusion Large Language Model for General Audio Understanding
    ACL 2026 ·
    Jiaming Zhou
    , Xuxin Cheng,
    Shiwan Zhao
    ,
    Yuhang Jia
    ,
    Cao Liu
    ,
    Ke Zeng
    ,
    Xunliang Cai
    ,
    Yong Qin
  2. Global Context or Local Detail? Adaptive Visual Grounding for Hallucination Mitigation
    ACL 2026 ·
    Yubo Jiang
    ,
    Xin Yang
    ,
    Abudukelimu Wuerkaixi
    ,
    Zheming Yuan
    , Xuxin Cheng,
    Cao Liu
    ,
    Ke Zeng
    ,
    Fengying Xie
    ,
    Zhiguo Jiang
    ,
    Haopeng Zhang
  3. MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
    EACL 2026 ·
    Siwei Wu
    ,
    King Zhu
    ,
    Yu Bai
    ,
    Yiming Liang
    ,
    Yizhi Li
    ,
    Haoning Wu
    ,
    Jiaheng Liu
    ,
    Ruibo Liu
    ,
    Xingwei Qu
    , Xuxin Cheng,
    Ge Zhang
    ,
    Wenhao Huang
    ,
    Chenghua Lin
  4. SILO-BENCH: A Scalable Environment for Evaluating Distributed Coordination in Multi-Agent LLM Systems
    ACL 2026 ·
    Yuzhe Zhang
    ,
    Feiran Liu
    ,
    Yi Shan
    ,
    Xinyi Huang
    ,
    Xin Yang
    ,
    Yueqi Zhu
    , Xuxin Cheng,
    Cao Liu
    ,
    Ke Zeng
    ,
    Terry Jingchen Zhang
    ,
    Wenyuan Jiang
  5. When 20 Agents Fail to Sort: The Distributed Sorting Benchmark for Scalable Multi-Agent Systems
    ACL 2026 ·
    Xin Yang
    ,
    Junhao Wang
    ,
    Bintao Tang
    , Xuxin Cheng,
    Cao Liu
    ,
    Ke Zeng
    ,
    Wenyuan Jiang
  6. CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model
    CVPR 2025 ·
    Ziyu Yao
    , Xuxin Cheng,
    Zhiqi Huang
    ,
    Lei Li
  7. DisPose: Disentangling Pose Guidance for Controllable Human Image Animation
    ICLR 2025 ·
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Yuhang Yang
    ,
    Junjie Cao
    ,
    Zhihong Zhu
    , Xuxin Cheng,
    Long Chen
  8. EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
    AAAI 2025 ·
    Jingheng Ye
    ,
    Shang Qin
    ,
    Yinghui Li
    , Xuxin Cheng,
    Libo Qin
    ,
    Hai-Tao Zheng
    ,
    Ying Shen
    ,
    Peng Xing
    ,
    Zishan Xu
    ,
    Guo Cheng
    ,
    Wenhao Jiang
  9. Helpful DoggyBot: Open-World Object Fetching using Legged Robots and Vision-Language Models
    IROS 2025 ·
    Qi Wu
    ,
    Zipeng Fu
    , Xuxin Cheng,
    Xiaolong Wang
    ,
    Chelsea Finn
  10. Mobile-TeleVision: Predictive Motion Priors for Humanoid Whole-Body Control
    ICRA 2025 ·
    Chenhao Lu
    , Xuxin Cheng,
    Jialong Li
    ,
    Shiqi Yang
    ,
    Mazeyu Ji
    ,
    Chengjing Yuan
    ,
    Ge Yang
    ,
    Sha Yi
    ,
    Xiaolong Wang
  11. UniCoTT: A Unified Framework for Structural Chain-of-Thought Distillation
    ICLR 2025 ·
    Xianwei Zhuang
    ,
    Zhihong Zhu
    ,
    Zhichang Wang
    , Xuxin Cheng,
    Yuexian Zou
  12. Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment
    AAAI 2024 ·
    Zhihong Zhu
    , Xuxin Cheng,
    Yaowei Li
    ,
    Hongxiang Li
    ,
    Yuexian Zou
  13. Audio-text Retrieval with Transformer-based Hierarchical Alignment and Disentangled Cross-modal Representation
    InterSpeech 2024 ·
    Yifei Xin
    ,
    Zhihong Zhu
    , Xuxin Cheng,
    Xusheng Yang
    ,
    Yuexian Zou
  14. Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment
    ACL 2024 ·
    Zhihong Zhu
    , Xuxin Cheng,
    Zhanpeng Chen
    ,
    Xianwei Zhuang
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  15. Cyclical Contrastive Learning Based on Geodesic for Zero-shot Cross-lingual Spoken Language Understanding
    ACL 2024 · Xuxin Cheng,
    Zhihong Zhu
    ,
    Bang Yang
    ,
    Xianwei Zhuang
    ,
    Hongxiang Li
    ,
    Yuexian Zou
  16. Dance with Labels: Dual-Heterogeneous Label Graph Interaction for Multi-intent Spoken Language Understanding
    WSDM 2024 ·
    Zhihong Zhu
    , Xuxin Cheng,
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Yuexian Zou
  17. DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval
    InterSpeech 2024 ·
    Yifei Xin
    , Xuxin Cheng,
    Zhihong Zhu
    ,
    Xusheng Yang
    ,
    Yuexian Zou
  18. Embracing Language Inclusivity and Diversity in CLIP through Continual Language Learning
    AAAI 2024 ·
    Bang Yang
    ,
    Yong Dai
    , Xuxin Cheng,
    Yaowei Li
    ,
    Asif Raza
    ,
    Yuexian Zou
  19. Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation
    ACL 2024 ·
    Cheng Niu
    ,
    Xingguang Wang
    , Xuxin Cheng,
    Juntong Song
    ,
    Tong Zhang
  20. Exploiting Auxiliary Caption for Video Grounding
    AAAI 2024 ·
    Hongxiang Li
    ,
    Meng Cao
    , Xuxin Cheng,
    Yaowei Li
    ,
    Zhihong Zhu
    ,
    Yuexian Zou
  21. Expressive Whole-Body Control for Humanoid Robots
    RSS 2024 · Xuxin Cheng,
    Yandong Ji
    ,
    Junming Chen
    ,
    Ruihan Yang
    ,
    Ge Yang
    ,
    Xiaolong Wang
  22. Extreme Parkour with Legged Robots
    ICRA 2024 · Xuxin Cheng,
    Kexin Shi
    ,
    Ananye Agarwal
    ,
    Deepak Pathak
  23. FD2Talk: Towards Generalized Talking Head Generation with Facial Decoupled Diffusion Model
    ACM MM 2024 ·
    Ziyu Yao
    , Xuxin Cheng,
    Zhiqi Huang
  24. Generating More Audios for End-to-End Spoken Language Understanding
    IJCAI 2024 · Xuxin Cheng,
    Yuexian Zou
  25. InMu-Net: Advancing Multi-modal Intent Detection via Information Bottleneck and Multi-sensory Processing
    ACM MM 2024 ·
    Zhihong Zhu
    , Xuxin Cheng,
    Zhaorun Chen
    ,
    Yuyan Chen
    ,
    Yunyan Zhang
    ,
    Xian Wu
    ,
    Yefeng Zheng
    ,
    Bowen Xing
  26. KDProR: A Knowledge-Decoupling Probabilistic Framework for Video-Text Retrieval
    ECCV 2024 ·
    Xianwei Zhuang
    ,
    Hongxiang Li
    , Xuxin Cheng,
    Zhihong Zhu
    ,
    Yuxin Xie
    ,
    Yuexian Zou
  27. Learning to Match Representations is Better for End-to-End Task-Oriented Dialog System
    EMNLP 2024 ·
    Wanshi Xu
    , Xuxin Cheng,
    Zhihong Zhu
    ,
    Zhanpeng Chen
    ,
    Yuexian Zou
  28. MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration
    NAACL 2024 ·
    Xianwei Zhuang
    ,
    Zhichang Wang
    , Xuxin Cheng,
    Yuxin Xie
    ,
    Liming Liang
    ,
    Yuexian Zou
  29. MoE-SLU: Towards ASR-Robust Spoken Language Understanding via Mixture-of-Experts
    ACL 2024 · Xuxin Cheng,
    Zhihong Zhu
    ,
    Xianwei Zhuang
    ,
    Zhanpeng Chen
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  30. Multivariate Cooperative Game for Image-Report Pairs: Hierarchical Semantic Alignment for Medical Report Generation
    MICCAI 2024 ·
    Zhihong Zhu
    , Xuxin Cheng,
    Yunyan Zhang
    ,
    Zhaorun Chen
    ,
    Qingqing Long
    ,
    Hongxiang Li
    ,
    Zhiqi Huang
    ,
    Xian Wu
    ,
    Yefeng Zheng
  31. PCAD: Towards ASR-Robust Spoken Language Understanding via Prototype Calibration and Asymmetric Decoupling
    ACL 2024 ·
    Xianwei Zhuang
    , Xuxin Cheng,
    Liming Liang
    ,
    Yuxin Xie
    ,
    Zhichang Wang
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  32. PolyVoice: Language Models for Speech to Speech Translation
    ICLR 2024 ·
    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
  33. RAG-HAT: A Hallucination-Aware Tuning Pipeline for LLM in Retrieval-Augmented Generation
    EMNLP 2024 ·
    Juntong Song
    ,
    Xingguang Wang
    ,
    Juno Zhu
    ,
    Yuanhao Wu
    , Xuxin Cheng,
    Randy Zhong
    ,
    Cheng Niu
  34. Retrieval is Accurate Generation
    ICLR 2024 ·
    Bowen Cao
    ,
    Deng Cai
    ,
    Leyang Cui
    , Xuxin Cheng,
    Wei Bi
    ,
    Yuexian Zou
    ,
    Shuming Shi
  35. SaLa: Scenario-aware Label Graph Interaction for Multi-intent Spoken Language Understanding
    CIKM 2024 ·
    Zhihong Zhu
    , Xuxin Cheng,
    Zhanpeng Chen
    ,
    Zhichang Wang
    ,
    Zhiqi Huang
    ,
    Yuexian Zou
  36. Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup
    ACL 2024 · Xuxin Cheng,
    Ziyu Yao
    ,
    Yifei Xin
    ,
    Hao An
    ,
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Yuexian Zou
  37. Towards Explainable Joint Models via Information Theory for Multiple Intent Detection and Slot Filling
    AAAI 2024 ·
    Xianwei Zhuang
    , Xuxin Cheng,
    Yuexian Zou
  38. Towards Multi-Intent Spoken Language Understanding via Hierarchical Attention and Optimal Transport
    AAAI 2024 · Xuxin Cheng,
    Zhihong Zhu
    ,
    Hongxiang Li
    ,
    Yaowei Li
    ,
    Xianwei Zhuang
    ,
    Yuexian Zou
  39. Towards Multimodal-augmented Pre-trained Language Models via Self-balanced Expectation-Maximization Iteration
    ACM MM 2024 ·
    Xianwei Zhuang
    , Xuxin Cheng,
    Zhihong Zhu
    ,
    Zhanpeng Chen
    ,
    Hongxiang Li
    ,
    Yuexian Zou
  40. Uncertainty-Aware Sign Language Video Retrieval with Probability Distribution Modeling
    ECCV 2024 ·
    Xuan Wu
    ,
    Hongxiang Li
    ,
    Yuanjiang Luo
    , Xuxin Cheng,
    Xianwei Zhuang
    ,
    Meng Cao
    ,
    Keren Fu
  41. What are the Generator Preferences for End-to-end Task-Oriented Dialog System?
    EMNLP 2024 ·
    Wanshi Xu
    ,
    Xianwei Zhuang
    ,
    Zhanpeng Chen
    ,
    Zhihong Zhu
    , Xuxin Cheng,
    Yuexian Zou