PPaperPicks

Xin Huang

31 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×8ICDE ×4ACL ×3EMNLP ×3NAACL ×3CVPR ×2AAMAS ×1ACM MM ×1ICML ×1ICRA ×1IJCAI ×1NeurIPS ×1VLDB ×1WWW ×1

Frequent coauthors

Shujian Huang
×7
Xue Han
×6
Junlan Feng
×6
Chao Deng
×5
Jiajun Chen
×4
Hao Zhou
×3
Eric M. Wolff
×3
Hongge Chen
×3
Yuning Chai
×3
Changjiang Gao
×3
Zhengyuan Liu
×2
AiTi Aw
×2

Papers

  1. AdaMCoT: Rethinking Cross-Lingual Factual Reasoning Through Adaptive Multilingual Chain-of-Thought
    AAAI 2026 ·
    Weihua Zheng
    , Xin Huang,
    Zhengyuan Liu
    ,
    Tarun Kumar Vangani
    ,
    Bowei Zou
    ,
    Xiyan Tao
    ,
    Yuhao Wu
    ,
    AiTi Aw
    ,
    Nancy F. Chen
    ,
    Roy Ka-Wei Lee
  2. Efficient Community Search on Attributed Public-Private Graphs
    ICDE 2026 ·
    Yuqi Chen
    ,
    Weihan Zhang
    , Xin Huang
  3. FB*: A Compact Index for Efficient and Exact Density-based Clustering
    VLDB 2026 ·
    Bide Zhao
    ,
    Zhiyi Wang
    ,
    Lijun Chang
    , Xin Huang
  4. GMFL: Efficient Global Masking for Federated LLM Fine-tuning
    ACL 2026 · Xin Huang,
    Yan Hu
    ,
    Yue-Jiao Gong
    ,
    Xinglin Zhang
  5. MOCHI: Motif-Based Community Search Over Large Heterogeneous Information Networks
    ICDE 2026 ·
    Yuhan Zhou
    ,
    Qing Liu
    , Xin Huang,
    Jianliang Xu
    ,
    Yunjun Gao
  6. PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning
    ACL 2026 ·
    Yunzhi Shen
    ,
    Hao Zhou
    , Xin Huang,
    Xue Han
    ,
    Junlan Feng
    ,
    Shujian Huang
  7. Adaptive Prompt-Based Semantic Embedding with Inspire Potential of Implicit Knowledge for Cross-Modal Retrieval
    AAAI 2025 · Xin Huang,
    Shilong Wang
    ,
    Tong Jia
    ,
    Zhihang Gou
    ,
    Jingjing Li
  8. Boosting with Fewer Tokens: Multi-Query Optimization for LLMs Using Node Text and Neighbor Cues
    ICDE 2025 ·
    Yujie Fang
    ,
    Xin Li
    ,
    Yuangang Pan
    , Xin Huang,
    Ivor W. Tsang
  9. Causal Composition Diffusion Model for Closed-loop Traffic Generation
    CVPR 2025 ·
    Haohong Lin
    , Xin Huang,
    Tung Phan
    ,
    David S. Hayden
    ,
    Huan Zhang
    ,
    Ding Zhao
    ,
    Siddhartha S. Srinivasa
    ,
    Eric M. Wolff
    ,
    Hongge Chen
  10. Cohere3D: Exploiting Temporal Coherence for Unsupervised Representation Learning of Vision-Based Autonomous Driving
    ICRA 2025 ·
    Yichen Xie
    ,
    Hongge Chen
    ,
    Gregory P. Meyer
    ,
    Yong Jae Lee
    ,
    Eric M. Wolff
    ,
    Masayoshi Tomizuka
    ,
    Wei Zhan
    ,
    Yuning Chai
    , Xin Huang
  11. DriveGPT: Scaling Autoregressive Behavior Models for Driving
    ICML 2025 · Xin Huang,
    Eric M. Wolff
    ,
    Paul Vernaza
    ,
    Tung Phan-Minh
    ,
    Hongge Chen
    ,
    David S. Hayden
    ,
    Mark Edmonds
    ,
    Brian Pierce
    ,
    Xinxin Chen
    ,
    Pratik Elias Jacob
    ,
    Xiaobai Chen
    ,
    Chingiz Tairbekov
    ,
    Pratik Agarwal
    ,
    Tianshi Gao
    ,
    Yuning Chai
    ,
    Siddhartha S. Srinivasa
  12. Efficient Core Propagation Based Hierarchical Graph Clustering
    ICDE 2025 ·
    Jinbin Huang
    ,
    Zihan Jia
    , Xin Huang
  13. Improved Maximin Share Approximations for Chores by Bin Packing
    AAAI 2025 ·
    Jugal Garg
    , Xin Huang,
    Erel Segal-Halevi
  14. Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
    ACL 2025 ·
    Zhijun Wang
    ,
    Jiahuan Li
    ,
    Hao Zhou
    ,
    Rongxiang Weng
    ,
    Jingang Wang
    , Xin Huang,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Shujian Huang
  15. Large Language Models Are Cross-Lingual Knowledge-Free Reasoners
    NAACL 2025 ·
    Peng Hu
    ,
    Sizhe Liu
    ,
    Changjiang Gao
    , Xin Huang,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Shujian Huang
  16. LogRules: Enhancing Log Analysis Capability of Large Language Models through Rules
    NAACL 2025 · Xin Huang,
    Ting Zhang
    ,
    Wen Zhao
  17. Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning
    AAAI 2025 ·
    Wenwen Zhuang
    , Xin Huang,
    Xiantao Zhang
    ,
    Jin Zeng
  18. MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing
    AAAI 2025 ·
    Hao Zhou
    ,
    Zhijun Wang
    ,
    Shujian Huang
    , Xin Huang,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Weihua Luo
    ,
    Jiajun Chen
  19. PROFIT: A Specialized Optimizer for Deep Fine Tuning
    NeurIPS 2025 ·
    Anirudh Srinivasan Chakravarthy
    ,
    Shuai Kyle Zheng
    , Xin Huang,
    Sachithra Hemachandra
    ,
    Xiao Zhang
    ,
    Yuning Chai
    ,
    Zhao Chen
  20. PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation
    AAAI 2025 ·
    Hengde Zhu
    ,
    Xiangyu Kong
    ,
    Weicheng Xie
    , Xin Huang,
    Xilin He
    ,
    Lu Liu
    ,
    Linlin Shen
    ,
    Wei Zhang
    ,
    Hatice Gunes
    ,
    Siyang Song
  21. R-PRM: Reasoning-Driven Process Reward Modeling
    EMNLP 2025 ·
    Shuaijie She
    ,
    Junxiao Liu
    ,
    Yifeng Liu
    ,
    Jiajun Chen
    , Xin Huang,
    Shujian Huang
  22. Reproducible Vision-Language Models Meet Concepts Out of Pre-Training
    CVPR 2025 ·
    Ziliang Chen
    , Xin Huang,
    Xiaoxuan Fan
    ,
    Keze Wang
    ,
    Yuyu Zhou
    ,
    Quanlong Guan
    ,
    Liang Lin
  23. Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
    EMNLP 2025 ·
    Changjiang Gao
    ,
    Hankun Lin
    , Xin Huang,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Jiajun Chen
    ,
    Shujian Huang
  24. Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models
    IJCAI 2025 · Xin Huang,
    Ruibin Li
    ,
    Tong Jia
    ,
    Wei Zheng
    ,
    Ya Wang
  25. Weighted Envy-free Allocation with Subsidy
    AAMAS 2025 ·
    Haris Aziz
    , Xin Huang,
    Kei Kimura
    ,
    Indrajit Saha
    ,
    Zhaohong Sun
    ,
    Mashbat Suzuki
    ,
    Makoto Yokoo
  26. G2L-CariGAN: Caricature Generation from Global Structure to Local Features
    AAAI 2024 · Xin Huang,
    Yunfeng Bai
    ,
    Dong Liang
    ,
    Feng Tian
    ,
    Jinyuan Jia
  27. Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
    EMNLP 2024 ·
    Shimao Zhang
    ,
    Changjiang Gao
    ,
    Wenhao Zhu
    ,
    Jiajun Chen
    , Xin Huang,
    Xue Han
    ,
    Junlan Feng
    ,
    Chao Deng
    ,
    Shujian Huang
  28. PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation
    ACM MM 2024 ·
    Hengde Zhu
    ,
    Xiangyu Kong
    ,
    Weicheng Xie
    , Xin Huang,
    Linlin Shen
    ,
    Lu Liu
    ,
    Hatice Gunes
    ,
    Siyang Song
  29. Privileged Prior Information Distillation for Image Matting
    AAAI 2024 ·
    Cheng Lyu
    ,
    Jiake Xie
    ,
    Bo Xu
    ,
    Cheng Lu
    ,
    Han Huang
    , Xin Huang,
    Ming Wu
    ,
    Chuang Zhang
    ,
    Yong Tang
  30. SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
    NAACL 2024 ·
    Bin Wang
    ,
    Zhengyuan Liu
    , Xin Huang,
    Fangkai Jiao
    ,
    Yang Ding
    ,
    AiTi Aw
    ,
    Nancy F. Chen
  31. Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform
    WWW 2024 ·
    Mingyue Cheng
    ,
    Hao Zhang
    ,
    Jiqian Yang
    ,
    Qi Liu
    ,
    Li Li
    , Xin Huang,
    Liwei Song
    ,
    Zhi Li
    ,
    Zhenya Huang
    ,
    Enhong Chen