PPaperPicks

Xianglong Liu

Beihang University, State Key Laboratory of Software Development Environment, Beijing, China

59 papers at tracked venues · 53 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8425-4195 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×11AAAI ×8CVPR ×8ICML ×7ACM MM ×6NeurIPS ×6EMNLP ×3ICLR ×2IJCAI ×2WWW ×2ICCV ×1ICSE ×1ISSTA ×1S&P ×1

Frequent coauthors

Aishan Liu
×20
Jinyang Guo
×19
Jiakai Wang
×17
Haotong Qin
×16
Yuqing Ma
×14
Ruihao Gong
×10
Dacheng Tao
×10
Siyuan Liang
×9
Yifu Ding
×9
Tianyuan Zhang
×6
Zhange Zhang
×5
Tianbo Wang
×5

Papers

  1. Activation Manipulation Attack: Penetrating and Harmful Jailbreak Attack Against Large Vision-Language Models
    AAAI 2026 ·
    Haojie Hao
    ,
    Jiakai Wang
    ,
    Aishan Liu
    ,
    Yuqing Ma
    ,
    Haotong Qin
    ,
    Yuanfang Guo
    , Xianglong Liu
  2. Adversarial Generation and Collaborative Evolution of Safety-Critical Scenarios for Autonomous Vehicles
    AAAI 2026 ·
    Jiangfan Liu
    ,
    Yongkang Guo
    ,
    Fangzhi Zhong
    ,
    Tianyuan Zhang
    ,
    Zonglei Jing
    ,
    Siyuan Liang
    ,
    Jiakai Wang
    ,
    Mingchuan Zhang
    ,
    Aishan Liu
    , Xianglong Liu
  3. CASE: Conflict-assessed Knowledge-sensitive Neuron Tuning for Lifelong Model Editing
    WWW 2026 ·
    Zhange Zhang
    ,
    Yuqing Ma
    ,
    Yulong Wang
    ,
    Tianbo Wang
    ,
    Jiakai Wang
    ,
    Simin Li
    , Xianglong Liu
  4. CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models
    AAAI 2026 ·
    Shengbo Gao
    ,
    Jinyang Guo
    ,
    Lixian Su
    ,
    Yifu Ding
    ,
    Shiqiao Gu
    ,
    Aishan Liu
    ,
    Yuqing Ma
    ,
    Zhiwang Zhang
    , Xianglong Liu
  5. Context as a Tool: Context Management for Long-Horizon SWE-Agents
    ACL 2026 ·
    Shukai Liu
    ,
    Bo Jiang
    ,
    Jian Yang
    ,
    Yizhi Li
    ,
    Jinyang Guo
    , Xianglong Liu,
    Bryan Dai
  6. First-Order Error Matters: Accurate Compensation for Quantized Large Language Models
    AAAI 2026 ·
    Xingyu Zheng
    ,
    Haotong Qin
    ,
    Yuye Li
    ,
    Haoran Chu
    ,
    Jiakai Wang
    ,
    Jinyang Guo
    ,
    Michele Magno
    , Xianglong Liu
  7. FrontCoder: Scaling Visual Fidelity in Front-End Code Generation
    ACL 2026 ·
    Jun Feng
    ,
    Jian Yang
    ,
    Wei Zhang
    ,
    Jing Wang
    ,
    Keyi Chen
    ,
    Xiaokun Yang
    ,
    Weicheng Gu
    ,
    Yihang Lou
    ,
    Yan Bai
    , Xianglong Liu
  8. Half-S: Halving the Scale for Near-Lossless 4-Bit LLM Training
    ACL 2026 ·
    Jinyang Du
    ,
    Ruihao Gong
    ,
    Linghan Ai
    ,
    Zining Wang
    ,
    Yunke Peng
    ,
    Yao Wang
    ,
    Lei Yan
    ,
    Xuefei Wang
    ,
    Yaoyuan Wang
    ,
    Jinyang Guo
    ,
    Dahua Lin
    , Xianglong Liu
  9. LoopCoder: Scaling Code Intelligence via Looped Language Models
    ACL 2026 ·
    Jian Yang
    ,
    Wei Zhang
    ,
    Shuyue Guo
    ,
    Yizhi LI
    ,
    Linzheng Chai
    ,
    Zhengmao Ye
    ,
    Shukai Liu
    ,
    Yuyang Song
    ,
    Jiajun Wu
    ,
    Che Liu
    ,
    Tianyu Zheng
    ,
    Siwei Wu
    ,
    Leo L
    ,
    Xudong Ma
    ,
    Chuan Hao
    ,
    Ran Tao
    ,
    Yan Xing
    ,
    Jianzhou Wang
    ,
    Mingjie Tang
    ,
    Aishan Liu
    ,
    Zhoujun Li
    , Xianglong Liu,
    Weifeng Lv
    ,
    Bryan Dai
  10. Query-Routed Activation Editing with Truth-hierarchical Preference Optimization
    AAAI 2026 ·
    Kewei Liao
    ,
    Tianbo Wang
    ,
    Yuqing Ma
    ,
    Zhange Zhang
    ,
    Zhicheng Geng
    ,
    Xiaowei Zhao
    ,
    Jiakai Wang
    , Xianglong Liu
  11. Scaling Laws for Code: Every Programming Language Matters
    ACL 2026 ·
    Jian Yang
    ,
    Shuyue Guo
    ,
    Linzheng Chai
    ,
    Wei Zhang
    ,
    Aishan Liu
    ,
    Chuan Hao
    ,
    Zhoujun Li
    ,
    Xin Zhao
    , Xianglong Liu,
    Weifeng Lv
    ,
    Bryan Dai
  12. SecureWebArena: A Holistic Security Evaluation Benchmark for LVLM-based Web Agents
    ACL 2026 ·
    Zonghao Ying
    ,
    Yangguang Shao
    ,
    Jianle Gan
    ,
    Gan Xu
    ,
    Wenxin Zhang
    ,
    Quanchen Zou
    ,
    Junzheng Shi
    ,
    Zhenfei Yin
    ,
    Mingchuan Zhang
    ,
    Aishan Liu
    , Xianglong Liu
  13. UCoder: Unsupervised Code Generation by Internal Probing of Large Language Models
    ACL 2026 ·
    Jiajun Wu
    ,
    Jian Yang
    ,
    Wei Zhang
    ,
    Linzheng Chai
    ,
    Yuchi Ma
    ,
    Ensheng Shi
    ,
    Yuqing Ma
    ,
    Zhoujun Li
    , Xianglong Liu
  14. Uncovering Strategic Egoism Behaviors in Large Language Models
    ACL 2026 ·
    Yaoyuan Zhang
    ,
    Zonghao Ying
    ,
    Aishan Liu
    ,
    Jian Yang
    ,
    Tianlin Li
    ,
    Yaodong Yang
    , Xianglong Liu
  15. AtomNet: Designing Tiny Models from Operators Under Extreme MCU Constraints
    AAAI 2025 ·
    Zhiwei Dong
    ,
    Mingzhu Shen
    ,
    Shihao Bai
    ,
    Xiuying Wei
    ,
    Jinyang Guo
    ,
    Ruihao Gong
    ,
    Song-Lu Chen
    , Xianglong Liu,
    Xu-Cheng Yin
  16. BDefects4NN: A Backdoor Defect Database for Controlled Localization Studies in Neural Networks
    ICSE 2025 ·
    Yisong Xiao
    ,
    Aishan Liu
    ,
    Xinwei Zhang
    ,
    Tianyuan Zhang
    ,
    Tianlin Li
    ,
    Siyuan Liang
    , Xianglong Liu,
    Yang Liu
    ,
    Dacheng Tao
  17. BinaryDM: Accurate Weight Binarization for Efficient Diffusion Models
    ICLR 2025 ·
    Xingyu Zheng
    , Xianglong Liu,
    Haotong Qin
    ,
    Xudong Ma
    ,
    Mingyuan Zhang
    ,
    Haojie Hao
    ,
    Jiakai Wang
    ,
    Zixiang Zhao
    ,
    Jinyang Guo
    ,
    Michele Magno
  18. Conflict-Aware Knowledge Editing in the Wild: Semantic-Augmented Graph Representation for Unstructured Text
    NeurIPS 2025 ·
    Zhange Zhang
    ,
    Zhicheng Geng
    ,
    Yuqing Ma
    ,
    Tianbo Wang
    ,
    Kai Lv
    , Xianglong Liu
  19. Continuous Diffusive Prediction Network for Multi-Station Weather Prediction
    IJCAI 2025 ·
    Chujie Xu
    ,
    Yuqing Ma
    ,
    Haoyuan Deng
    ,
    Yajun Gao
    ,
    Yudie Wang
    ,
    Kai Lv
    , Xianglong Liu
  20. DA-KD: Difficulty-Aware Knowledge Distillation for Efficient Large Language Models
    ICML 2025 ·
    Changyi He
    ,
    Yifu Ding
    ,
    Jinyang Guo
    ,
    Ruihao Gong
    ,
    Haotong Qin
    , Xianglong Liu
  21. Detoxifying Large Language Models via Autoregressive Reward Guided Representation Editing
    NeurIPS 2025 ·
    Yisong Xiao
    ,
    Aishan Liu
    ,
    Siyuan Liang
    ,
    Zonghao Ying
    , Xianglong Liu,
    Dacheng Tao
  22. Dual Intention Escape: Penetrating and Toxic Jailbreak Attack against Large Language Models
    WWW 2025 ·
    Yanni Xue
    ,
    Jiakai Wang
    ,
    Zixin Yin
    ,
    Yuqing Ma
    ,
    Haotong Qin
    ,
    Renshuai Tao
    , Xianglong Liu
  23. Dual-view X-ray Detection: Can AI Detect Prohibited Items from Dual-view X-ray Images like Humans?
    CVPR 2025 ·
    Renshuai Tao
    ,
    Haoyu Wang
    ,
    Yuzhe Guo
    ,
    Hairong Chen
    ,
    Li Zhang
    , Xianglong Liu,
    Yunchao Wei
    ,
    Yao Zhao
  24. Dynamic Parallel Tree Search for Efficient LLM Reasoning
    ACL 2025 ·
    Yifu Ding
    ,
    Wentao Jiang
    ,
    Shunyu Liu
    ,
    Yongcheng Jing
    ,
    Jinyang Guo
    ,
    Yingjie Wang
    ,
    Jing Zhang
    ,
    Zengmao Wang
    ,
    Ziwei Liu
    ,
    Bo Du
    , Xianglong Liu,
    Dacheng Tao
  25. ECLR'25: 2nd Workshop on Efficient Computing Under Limited Resources: Visual Computing
    ICCV 2025 ·
    Jinyang Guo
    ,
    Zhenghao Chen
    ,
    Yuqing Ma
    ,
    Yifu Ding
    , Xianglong Liu,
    Jinman Kim
    ,
    Wanli Ouyang
    ,
    Dacheng Tao
  26. Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning
    NeurIPS 2025 ·
    Simin Li
    ,
    Zihao Mao
    ,
    Hanxiao Li
    ,
    Zonglei Jing
    ,
    Zhuohang bian
    ,
    Jun Guo
    ,
    Li Wang
    ,
    Zhuoran Han
    ,
    Ruixiao Xu
    ,
    Xin Yu
    ,
    Chengdong Ma
    ,
    Yuqing Ma
    ,
    Bo An
    ,
    Yaodong Yang
    ,
    Weifeng Lv
    , Xianglong Liu
  27. Exploring Semantic-constrained Adversarial Example with Instruction Uncertainty Reduction
    NeurIPS 2025 ·
    Jin Hu
    ,
    Jiakai Wang
    ,
    Linna Jing
    ,
    Haolin Li
    ,
    Haodong Liu
    ,
    Haotong Qin
    ,
    Aishan Liu
    ,
    Ke Xu
    , Xianglong Liu
  28. Fairness Mediator: Neutralize Stereotype Associations to Mitigate Bias in Large Language Models
    ISSTA 2025 ·
    Yisong Xiao
    ,
    Aishan Liu
    ,
    Siyuan Liang
    , Xianglong Liu,
    Dacheng Tao
  29. HarmoniCa: Harmonizing Training and Inference for Better Feature Caching in Diffusion Transformer Acceleration
    ICML 2025 ·
    Yushi Huang
    ,
    Zining Wang
    ,
    Ruihao Gong
    ,
    Jing Liu
    ,
    Xinjie Zhang
    ,
    Jinyang Guo
    , Xianglong Liu,
    Jun Zhang
  30. Harnessing Global-Local Collaborative Adversarial Perturbation for Anti-Customization
    CVPR 2025 ·
    Long Xu
    ,
    Jiakai Wang
    ,
    Haojie Hao
    ,
    Haotong Qin
    ,
    Jiejie Zhao
    , Xianglong Liu
  31. Lexical Diversity-aware Relevance Assessment for Retrieval-Augmented Generation
    ACL 2025 ·
    Zhange Zhang
    ,
    Yuqing Ma
    ,
    Yulong Wang
    ,
    Shan He
    ,
    Tianbo Wang
    ,
    Siqi He
    ,
    Jiakai Wang
    , Xianglong Liu
  32. Manipulating Multimodal Agents via Cross-Modal Prompt Injection
    ACM MM 2025 ·
    Le Wang
    ,
    Zonghao Ying
    ,
    Tianyuan Zhang
    ,
    Siyuan Liang
    ,
    Shengshan Hu
    ,
    Mingchuan Zhang
    ,
    Aishan Liu
    , Xianglong Liu
  33. MetAdv: A Unified and Interactive Adversarial Testing Platform for Autonomous Driving
    ACM MM 2025 ·
    Aishan Liu
    ,
    Jiakai Wang
    ,
    Tianyuan Zhang
    ,
    Hainan Li
    ,
    Jiangfan Liu
    ,
    Siyuan Liang
    ,
    Yilong Ren
    , Xianglong Liu,
    Dacheng Tao
  34. Reasoning-Augmented Conversation for Multi-Turn Jailbreak Attacks on Large Language Models
    EMNLP 2025 ·
    Zonghao Ying
    ,
    Deyue Zhang
    ,
    Zonglei Jing
    ,
    Yisong Xiao
    ,
    Quanchen Zou
    ,
    Aishan Liu
    ,
    Siyuan Liang
    ,
    Xiangzheng Zhang
    , Xianglong Liu,
    Dacheng Tao
  35. SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models
    ICML 2025 ·
    Wei Huang
    ,
    Haotong Qin
    ,
    Yangdong Liu
    ,
    Yawei Li
    ,
    Qinshuo Liu
    , Xianglong Liu,
    Luca Benini
    ,
    Michele Magno
    ,
    Shiming Zhang
    ,
    Xiaojuan Qi
  36. Token-Aware Editing of Internal Activations for Large Language Model Alignment
    EMNLP 2025 ·
    Tianbo Wang
    ,
    Yuqing Ma
    ,
    Kewei Liao
    ,
    Chengzhao Yang
    ,
    Zhange Zhang
    ,
    Jiakai Wang
    , Xianglong Liu
  37. Accurate LoRA-Finetuning Quantization of LLMs via Information Retention
    ICML 2024 ·
    Haotong Qin
    ,
    Xudong Ma
    ,
    Xingyu Zheng
    ,
    Xiaoyang Li
    ,
    Yang Zhang
    ,
    Shouda Liu
    ,
    Jie Luo
    , Xianglong Liu,
    Michele Magno
  38. BiDM: Pushing the Limit of Quantization for Diffusion Models
    NeurIPS 2024 ·
    Xingyu Zheng
    , Xianglong Liu,
    Yichen Bian
    ,
    Xudong Ma
    ,
    Yulun Zhang
    ,
    Jiakai Wang
    ,
    Jinyang Guo
    ,
    Haotong Qin
  39. BiLLM: Pushing the Limit of Post-Training Quantization for LLMs
    ICML 2024 ·
    Wei Huang
    ,
    Yangdong Liu
    ,
    Haotong Qin
    ,
    Ying Li
    ,
    Shiming Zhang
    , Xianglong Liu,
    Michele Magno
    ,
    Xiaojuan Qi
  40. Byzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game
    ICLR 2024 ·
    Simin Li
    ,
    Jun Guo
    ,
    Jingqiao Xiu
    ,
    Ruixiao Xu
    ,
    Xin Yu
    ,
    Jiakai Wang
    ,
    Aishan Liu
    ,
    Yaodong Yang
    , Xianglong Liu
  41. Compressing Large Language Models by Joint Sparsification and Quantization
    ICML 2024 ·
    Jinyang Guo
    ,
    Jianyu Wu
    ,
    Zining Wang
    ,
    Jiaheng Liu
    ,
    Ge Yang
    ,
    Yifu Ding
    ,
    Ruihao Gong
    ,
    Haotong Qin
    , Xianglong Liu
  42. DB-LLM: Accurate Dual-Binarization for Efficient LLMs
    ACL 2024 ·
    Hong Chen
    ,
    Chengtao Lv
    ,
    Liang Ding
    ,
    Haotong Qin
    ,
    Xiabin Zhou
    ,
    Yifu Ding
    ,
    Xuebo Liu
    ,
    Min Zhang
    ,
    Jinyang Guo
    , Xianglong Liu,
    Dacheng Tao
  43. Fast and Controllable Post-training Sparsity: Learning Optimal Sparsity Allocation with Global Constraint in Minutes
    AAAI 2024 ·
    Ruihao Gong
    ,
    Yang Yong
    ,
    Zining Wang
    ,
    Jinyang Guo
    ,
    Xiuying Wei
    ,
    Yuqing Ma
    , Xianglong Liu
  44. Flexible Residual Binarization for Image Super-Resolution
    ICML 2024 ·
    Yulun Zhang
    ,
    Haotong Qin
    ,
    Zixiang Zhao
    , Xianglong Liu,
    Martin Danelljan
    ,
    Fisher Yu
  45. LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit
    EMNLP 2024 ·
    Ruihao Gong
    ,
    Yang Yong
    ,
    Shiqiao Gu
    ,
    Yushi Huang
    ,
    Chengtao Lv
    ,
    Yunchen Zhang
    ,
    Dacheng Tao
    , Xianglong Liu
  46. LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment
    NeurIPS 2024 ·
    Ge Yang
    ,
    Changyi He
    ,
    Jinyang Guo
    ,
    Jianyu Wu
    ,
    Yifu Ding
    ,
    Aishan Liu
    ,
    Haotong Qin
    ,
    Pengliang Ji
    , Xianglong Liu
  47. LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
    CVPR 2024 ·
    Jiaheng Liu
    ,
    Jianhao Li
    ,
    Kaisiyuan Wang
    ,
    Hongcheng Guo
    ,
    Jian Yang
    ,
    Junran Peng
    ,
    Ke Xu
    , Xianglong Liu,
    Jinyang Guo
  48. LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions
    ACM MM 2024 ·
    Tianyuan Zhang
    ,
    Lu Wang
    ,
    Hainan Li
    ,
    Yisong Xiao
    ,
    Siyuan Liang
    ,
    Aishan Liu
    , Xianglong Liu,
    Dacheng Tao
  49. NAPGuard: Towards Detecting Naturalistic Adversarial Patches
    CVPR 2024 ·
    Siyang Wu
    ,
    Jiakai Wang
    ,
    Jiejie Zhao
    ,
    Yazhe Wang
    , Xianglong Liu
  50. PTQ4SAM: Post-Training Quantization for Segment Anything
    CVPR 2024 ·
    Chengtao Lv
    ,
    Hong Chen
    ,
    Jinyang Guo
    ,
    Yifu Ding
    , Xianglong Liu
  51. PTSBench: A Comprehensive Post-Training Sparsity Benchmark Towards Algorithms and Models
    ACM MM 2024 ·
    Zining Wang
    ,
    Jinyang Guo
    ,
    Ruihao Gong
    ,
    Yang Yong
    ,
    Aishan Liu
    ,
    Yushi Huang
    ,
    Jiaheng Liu
    , Xianglong Liu
  52. QVD: Post-training Quantization for Video Diffusion Models
    ACM MM 2024 ·
    Shilong Tian
    ,
    Hong Chen
    ,
    Chengtao Lv
    ,
    Yu Liu
    ,
    Jinyang Guo
    , Xianglong Liu,
    Shengxi Li
    ,
    Hao Yang
    ,
    Tao Xie
  53. Reg-PTQ: Regression-specialized Post-training Quantization for Fully Quantized Object Detector
    CVPR 2024 ·
    Yifu Ding
    ,
    Weilun Feng
    ,
    Chuyan Chen
    ,
    Jinyang Guo
    , Xianglong Liu
  54. Scene-adaptive and Region-aware Multi-modal Prompt for Open Vocabulary Object Detection
    CVPR 2024 ·
    Xiaowei Zhao
    , Xianglong Liu,
    Duorui Wang
    ,
    Yajun Gao
    ,
    Zhide Liu
  55. Selective Focus: Investigating Semantics Sensitivity in Post-training Quantization for Lane Detection
    AAAI 2024 ·
    Yunqian Fan
    ,
    Xiuying Wei
    ,
    Ruihao Gong
    ,
    Yuqing Ma
    ,
    Xiangguo Zhang
    ,
    Qi Zhang
    , Xianglong Liu
  56. TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models
    CVPR 2024 ·
    Yushi Huang
    ,
    Ruihao Gong
    ,
    Jing Liu
    ,
    Tianlong Chen
    , Xianglong Liu
  57. Towards Robust Physical-world Backdoor Attacks on Lane Detection
    ACM MM 2024 ·
    Xinwei Zhang
    ,
    Aishan Liu
    ,
    Tianyuan Zhang
    ,
    Siyuan Liang
    , Xianglong Liu
  58. Transferable Multimodal Attack on Vision-Language Pre-training Models
    S&P 2024 ·
    Haodi Wang
    ,
    Kai Dong
    ,
    Zhilei Zhu
    ,
    Haotong Qin
    ,
    Aishan Liu
    ,
    Xiaolin Fang
    ,
    Jiakai Wang
    , Xianglong Liu
  59. Vision-fused Attack: Advancing Aggressive and Stealthy Adversarial Text against Neural Machine Translation
    IJCAI 2024 ·
    Yanni Xue
    ,
    Haojie Hao
    ,
    Jiakai Wang
    ,
    Qiang Sheng
    ,
    Renshuai Tao
    ,
    Yu Liang
    ,
    Pu Feng
    , Xianglong Liu