PPaperPicks

Xin Zhang

40 papers at tracked venues · 32 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Guojie Song
×5
Yuhang Xie
×4
Yongqi Tong
×4
Dong Zhang
×4
Xipeng Qiu
×4
Fei Li
×3
Chong Teng
×3
Donghong Ji
×3
Zhuang Li
×3
Shimin Li
×3
Xiaofeng Mao
×3
Xiao Liu
×3

Papers

  1. AIMS: A Content-Aware Resource Management Approach for AI Assistant Systems
    FSE 2026 ·
    Chiming Duan
    ,
    Tong Jia
    ,
    Minghua He
    ,
    Pei Xiao
    ,
    Lingzhe Zhang
    ,
    Zhewei Zhong
    , Xin Zhang,
    Ying Li
  2. Are Emotion and Rhetoric Neurons in LLM? Neuron Recognition and Adaptive Masking for Emotion-Rhetoric Prediction Steering
    ACL 2026 ·
    Li Zheng
    , Xin Zhang,
    Shuyi He
    ,
    Fei Li
    ,
    Chong Teng
    ,
    Jiang-Ming Yang
    ,
    Donghong Ji
    ,
    Zhuang Li
  3. Context-Value-Action Architecture for Value-Driven Large Language Model Agents
    ACL 2026 ·
    Tianze Zhang
    ,
    Sirui Sun
    ,
    Yuhang Xie
    , Xin Zhang,
    Zhiqiang Wu
    ,
    Guojie Song
  4. Cross-Field Interface-Aware Neural Operators for Multiphase Flow Simulation
    AAAI 2026 ·
    Zhenzhong Wang
    , Xin Zhang,
    Jun Liao
    ,
    Min Jiang
  5. Demystifying Data Organization for Enhanced LLM Training
    ACL 2026 ·
    Yalun Dai
    ,
    Yangyu Huang
    ,
    Tongshen Yang
    ,
    Yonghan Wang
    , Xin Zhang,
    Wenshan Wu
    ,
    Qihao Zhao
    ,
    Hao Li
    ,
    Yuanyuan Gao
    ,
    Kim-Hui Yap
    ,
    Scarlett Li
  6. How to Train a Real-World Silicon Concierge? Internalizing Complex Business Workflow to Only OneModel
    ACL 2026 ·
    Yongqi Tong
    ,
    Xiaoyun Feng
    ,
    Lyuxin Xue
    ,
    Jianshe Li
    , Xin Zhang,
    Jiang-Ming Yang
  7. Token-Context Attention for NLI: An Alternative to Self-Attention
    AAAI 2026 · Xin Zhang,
    Victor S. Sheng
  8. Understanding Conflicts in Multi-Objective Alignment through Reward Consistency
    ACL 2026 ·
    Zhihao Xu
    ,
    Yongqi Tong
    , Xin Zhang,
    Jun Zhou
    ,
    Xiting Wang
  9. XY-Tokenizer: Mitigating the Semantic-Acoustic Conflict in Low-Bitrate Speech Codecs
    ACL 2026 ·
    Yitian Gong
    ,
    Luozhijie Jin
    ,
    Kuangwei Chen
    ,
    Dong Zhang
    ,
    Ruifan Deng
    ,
    Xiaogui Yang
    , Xin Zhang,
    Zhaoye Fei
    ,
    Qinyuan Cheng
    ,
    Shimin Li
    ,
    Xipeng Qiu
  10. BIPNN: Learning to Solve Binary Integer Programming via Hypergraph Neural Networks
    NeurIPS 2025 ·
    Sen Bai
    ,
    Chunqi Yang
    ,
    Xin Bai
    , Xin Zhang,
    Zhengang Jiang
  11. BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment
    NAACL 2025 ·
    Sizhe Wang
    ,
    Yongqi Tong
    ,
    Hengyuan Zhang
    ,
    Dawei Li
    , Xin Zhang,
    Tianlong Chen
  12. CTSAC: Curriculum-Based Transformer Soft Actor-Critic for Goal-Oriented Robot Exploration
    ICRA 2025 ·
    Chunyu Yang
    ,
    Shengben Bi
    ,
    Yihui Xu
    , Xin Zhang
  13. CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
    EMNLP 2025 ·
    Feiyang Li
    ,
    Peng Fang
    ,
    Zhan Shi
    ,
    Arijit Khan
    ,
    Fang Wang Weihao Wang
    , Xin Zhang,
    Cui Yongjian
  14. EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs
    IJCAI 2025 ·
    Wenhao Zhu
    ,
    Yuhang Xie
    ,
    Guojie Song
    , Xin Zhang
  15. ERF: A Benchmark Dataset for Robust Semantic Segmentation Under Extreme Rainfall Conditions
    AAAI 2025 ·
    Xin Yang
    , Xin Zhang,
    Xinchao Wang
  16. EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions
    NeurIPS 2025 ·
    Xiaorui Wu
    ,
    Fei Li
    ,
    Xiaofeng Mao
    , Xin Zhang,
    Li Zheng
    ,
    Yuxiang Peng
    ,
    Chong Teng
    ,
    Donghong Ji
    ,
    Zhuang Li
  17. Enhancing Large Language Model Performance with Gradient-Based Parameter Selection
    AAAI 2025 ·
    Haoling Li
    , Xin Zhang,
    Xiao Liu
    ,
    Yeyun Gong
    ,
    Yifan Wang
    ,
    Qi Chen
    ,
    Peng Cheng
  18. Generative Psycho-Lexical Approach for Constructing Value Systems in Large Language Models
    ACL 2025 ·
    Haoran Ye
    ,
    Tianze Zhang
    ,
    Yuhang Xie
    ,
    Liyuan Zhang
    ,
    Yuanyi Ren
    , Xin Zhang,
    Guojie Song
  19. Heterogeneous Sufficient Dimension Reduction and Subspace Clustering
    ICML 2025 ·
    Lei Yan
    , Xin Zhang,
    Qing Mai
  20. LSSF: Safety Alignment for Large Language Models through Low-Rank Safety Subspace Fusion
    ACL 2025 ·
    Guanghao Zhou
    ,
    Panjia Qiu
    ,
    Cen Chen
    ,
    Hongyu Li
    ,
    Jason Chu
    , Xin Zhang,
    Jun Zhou
  21. LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
    ASE 2025 ·
    Chiming Duan
    ,
    Minghua He
    ,
    Pei Xiao
    ,
    Tong Jia
    , Xin Zhang,
    Zhewei Zhong
    ,
    Xiang Luo
    ,
    Yan Niu
    ,
    Lingzhe Zhang
    ,
    Siyu Yu
    ,
    Yifan Wu
    ,
    Weijie Hong
    ,
    Ying Li
    ,
    Gang Huang
  22. MMLU-CF: A Contamination-free Multi-task Language Understanding Benchmark
    ACL 2025 ·
    Qihao Zhao
    ,
    Yangyu Huang
    ,
    Tengchao Lv
    ,
    Lei Cui
    ,
    Qinzheng Sun
    ,
    Shaoguang Mao
    , Xin Zhang,
    Ying Xin
    ,
    Qiufeng Yin
    ,
    Scarlett Li
    ,
    Furu Wei
  23. Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation
    CVPR 2025 · Xin Zhang,
    Robby T. Tan
  24. Measuring Human and AI Values Based on Generative Psychometrics with Large Language Models
    AAAI 2025 ·
    Haoran Ye
    ,
    Yuhang Xie
    ,
    Yuanyi Ren
    ,
    Hanjun Fang
    , Xin Zhang,
    Guojie Song
  25. Neural Shell Texture Splatting: More Details and Fewer Primitives
    ICCV 2025 · Xin Zhang,
    Anpei Chen
    ,
    Jincheng Xiong
    ,
    Pinxuan Dai
    ,
    Yujun Shen
    ,
    Weiwei Xu
  26. Process-based Self-Rewarding Language Models
    ACL 2025 ·
    Shimao Zhang
    ,
    Xiao Liu
    , Xin Zhang,
    Junxiao Liu
    ,
    Zheheng Luo
    ,
    Shujian Huang
    ,
    Yeyun Gong
  27. P²Net: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts
    ACL 2025 ·
    Kaiwen Wei
    ,
    Jie Yao
    ,
    Jiang Zhong
    ,
    Yangyang Kang
    ,
    Jingyuan Zhang
    ,
    Changlong Sun
    , Xin Zhang,
    Fengmao Lv
    ,
    Li Jin
  28. SafePath: Encryption-Less On-Demand Input Path Protection for Mobile Devices
    ESORICS 2025 · Xin Zhang,
    Yifan Zhang
  29. ShieldHead: Decoding-time Safeguard for Large Language Models
    ACL 2025 ·
    Zitao Xuan
    ,
    Xiaofeng Mao
    ,
    Da Chen
    , Xin Zhang,
    Yuhan Dong
    ,
    Jun Zhou
  30. SurgicalGS: Dynamic 3D Gaussian Splatting for Accurate Robotic-Assisted Surgical Scene Reconstruction
    MICCAI 2025 ·
    Jialei Chen
    , Xin Zhang,
    Mobarak I. Hoque
    ,
    Francisco Vasconcelos
    ,
    Danail Stoyanov
    ,
    Daniel S. Elson
    ,
    Baoru Huang
  31. TRIDENT: Enhancing Large Language Model Safety with Tri-Dimensional Diversified Red-Teaming Data Synthesis
    ACL 2025 ·
    Xiaorui Wu
    ,
    Xiaofeng Mao
    ,
    Fei Li
    , Xin Zhang,
    Xuanhong Li
    ,
    Chong Teng
    ,
    Donghong Ji
    ,
    Zhuang Li
  32. Understanding and Mitigating Overrefusal in LLMs from an Unveiling Perspective of Safety Decision Boundary
    EMNLP 2025 ·
    Licheng Pan
    ,
    Yongqi Tong
    , Xin Zhang,
    Xiaolu Zhang
    ,
    Jun Zhou
    ,
    Zhixuan Chu
  33. Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
    ACL 2025 ·
    Zheheng Luo
    , Xin Zhang,
    Xiao Liu
    ,
    Haoling Li
    ,
    Yeyun Gong
    ,
    Qi Chen
    ,
    Peng Cheng
  34. AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
    ACL 2024 ·
    Jun Zhan
    ,
    Junqi Dai
    ,
    Jiasheng Ye
    ,
    Yunhua Zhou
    ,
    Dong Zhang
    ,
    Zhigeng Liu
    , Xin Zhang,
    Ruibin Yuan
    ,
    Ge Zhang
    ,
    Linyang Li
    ,
    Hang Yan
    ,
    Jie Fu
    ,
    Tao Gui
    ,
    Tianxiang Sun
    ,
    Yu-Gang Jiang
    ,
    Xipeng Qiu
  35. Automated Detection and Quantitative Assessment of Extranodal Extension in Lymph Node Breast Tumors Using Dual-Tier Deep Learning and Density-Based Contour Algorithms
    ICDM 2024 ·
    Zhichao Yu
    ,
    Simon James Fong
    ,
    Liming Zhang
    ,
    Tengyue Li
    , Xin Zhang
  36. HEAP: Unsupervised Object Discovery and Localization with Contrastive Grouping
    AAAI 2024 · Xin Zhang,
    Jinheng Xie
    ,
    Yuan Yuan
    ,
    Michael Bi Mi
    ,
    Robby T. Tan
  37. Rock: Cleaning Data by Embedding ML in Logic Rules
    SIGMOD 2024 ·
    Xianchun Bao
    ,
    Zian Bao
    ,
    Bie Binbin
    ,
    Qingsong Duan
    ,
    Wenfei Fan
    ,
    Hui Lei
    ,
    Daji Li
    ,
    Wei Lin
    ,
    Peng Liu
    ,
    Zhicong Lv
    ,
    Mingliang Ouyang
    ,
    Shuai Tang
    ,
    Yaoshu Wang
    ,
    Qiyuan Wei
    ,
    Min Xie
    ,
    Jing Zhang
    , Xin Zhang,
    Runxiao Zhao
    ,
    Shuping Zhou
  38. SpeechAlign: Aligning Speech Generation to Human Preferences
    NeurIPS 2024 ·
    Dong Zhang
    ,
    Zhaowei Li
    ,
    Shimin Li
    , Xin Zhang,
    Pengyu Wang
    ,
    Yaqian Zhou
    ,
    Xipeng Qiu
  39. SpeechTokenizer: Unified Speech Tokenizer for Speech Language Models
    ICLR 2024 · Xin Zhang,
    Dong Zhang
    ,
    Shimin Li
    ,
    Yaqian Zhou
    ,
    Xipeng Qiu
  40. ValueBench: Towards Comprehensively Evaluating Value Orientations and Understanding of Large Language Models
    ACL 2024 ·
    Yuanyi Ren
    ,
    Haoran Ye
    ,
    Hanjun Fang
    , Xin Zhang,
    Guojie Song