Zhixuan Chu

20 papers at tracked venues · 16 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6075-1816 ↗Homepage ↗

Venues

ACL ×4 ICLR ×4 AAAI ×3 CIKM ×2 CCS ×1 ECAI ×1 EMNLP ×1 ICCV ×1 NDSS ×1 SIGKDD ×1 WWW ×1

Frequent coauthors

Kui Ren

×5

Shiyu Wang

×5

Jun Zhou

×5

Longfei Li

×4

Hui Xue

×3

Xiaoming Shi

×3

Yan Wang

×3

Qing Cui

×3

Licheng Pan

×2

Jialing Tao

×2

Yue Shen

×2

Jinjie Gu

×2

Papers

A Causal Perspective for Enhancing Jailbreak Attack and Defense
NDSS 2026 ·
Licheng Pan
,
Yunsheng Lu
,
Jiexi Liu
,
Jialing Tao
,
Haozhe Feng
,
Hui Xue
, Zhixuan Chu,
Kui Ren
Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training
ACL 2026 ·
Lei Liu
,
Hao Zhu
,
Xiaoyan Yang
,
Yue Shen
, Zhixuan Chu,
Jian Wang
,
Jinjie Gu
,
Kui Ren
Safe-SAIL: Towards a Fine-grained Safety Landscape of Large Language Models via Sparse Autoencoder Interpretation Framework
ACL 2026 ·
Jiaqi Weng
,
Han Zheng
,
Hanyu Zhang
,
Ej Zhou
,
Qinqin He
,
Jialing Tao
,
Hui Xue
, Zhixuan Chu,
Xiting Wang
Why Steering Works: Toward a Unified View of Language Model Parameter Dynamics
ACL 2026 ·
Ziwen Xu
,
Chenyan Wu
,
Hengyu Sun
,
Haiwen Hong
,
Mengru Wang
,
Yunzhi Yao
,
Longtao Huang
,
Hui Xue
,
Shumin Deng
, Zhixuan Chu,
Huajun Chen
,
Ningyu Zhang
Heuristic-Induced Multimodal Risk Distribution Jailbreak Attack for Multimodal Large Language Models
ICCV 2025 ·
Teng Ma
,
Xiaojun Jia
,
Ranjie Duan
,
Xinfeng Li
,
Yihao Huang
,
Xiaoshuang Jia
, Zhixuan Chu,
Wenqi Ren
Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework
AAAI 2025 ·
Zhenjie Xu
,
Wenqing Chen
,
Yi Tang
,
Xuanying Li
,
Cheng Hu
, Zhixuan Chu,
Kui Ren
,
Zibin Zheng
,
Zhichao Lu
Probe before You Talk: Towards Black-box Defense against Backdoor Unalignment for Large Language Models
ICLR 2025 ·
Biao Yi
,
Tiansheng Huang
,
Sishuo Chen
,
Tong Li
,
Zheli Liu
, Zhixuan Chu,
Yiming Li
TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis
ICLR 2025 ·
Shiyu Wang
,
Jiawei Li
,
Xiaoming Shi
,
Zhou Ye
,
Baichuan Mo
,
Wenze Lin
,
Shengtong Ju
, Zhixuan Chu,
Ming Jin
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
A Causal Explainable Guardrails for Large Language Models
CCS 2024 · Zhixuan Chu,
Yan Wang
,
Longfei Li
,
Zhibo Wang
,
Zhan Qin
,
Kui Ren
Causal Interventional Prediction System for Robust and Explainable Effect Forecasting
CIKM 2024 · Zhixuan Chu,
Hui Ding
,
Guang Zeng
,
Shiyu Wang
,
Yiming Li
EasyTPP: Towards Open Benchmarking Temporal Point Processes
ICLR 2024 ·
Siqiao Xue
,
Xiaoming Shi
, Zhixuan Chu,
Yan Wang
,
Hongyan Hao
,
Fan Zhou
,
Caigao Jiang
,
Chen Pan
,
James Y. Zhang
,
Qingsong Wen
,
Jun Zhou
,
Hongyuan Mei
Intelligent Agents with LLM-based Process Automation
SIGKDD 2024 ·
Yanchu Guan
,
Dong Wang
, Zhixuan Chu,
Shiyu Wang
,
Feiyue Ni
,
Ruihua Song
,
Chenyi Zhuang
Invariant Graph Learning for Causal Effect Estimation
WWW 2024 ·
Yongduo Sui
,
Caizhi Tang
, Zhixuan Chu,
Junfeng Fang
,
Yuan Gao
,
Qing Cui
,
Longfei Li
,
Jun Zhou
,
Xiang Wang
LLMRG: Improving Recommendations through Large Language Model Reasoning Graphs
AAAI 2024 ·
Yan Wang
, Zhixuan Chu,
Xin Ouyang
,
Simeng Wang
,
Hongyan Hao
,
Yue Shen
,
Jinjie Gu
,
Siqiao Xue
,
James Zhang
,
Qing Cui
,
Longfei Li
,
Jun Zhou
,
Sheng Li
Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting
CIKM 2024 ·
Shiyu Wang
, Zhixuan Chu,
Yinbo Sun
,
Yu Liu
,
Yuliang Guo
,
Yang Chen
,
Huiyang Jian
,
Lintao Ma
,
Xingyu Lu
,
Jun Zhou
Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models
ACL 2024 ·
Wenqing Chen
,
Weicheng Wang
, Zhixuan Chu,
Kui Ren
,
Zibin Zheng
,
Zhichao Lu
Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction
AAAI 2024 · Zhixuan Chu,
Mengxuan Hu
,
Qing Cui
,
Longfei Li
,
Sheng Li
Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
ICLR 2024 ·
Ming Jin
,
Shiyu Wang
,
Lintao Ma
, Zhixuan Chu,
James Y. Zhang
,
Xiaoming Shi
,
Pin-Yu Chen
,
Yuxuan Liang
,
Yuan-Fang Li
,
Shirui Pan
,
Qingsong Wen
VMFTransformer: An Angle-Preserving and Auto-Scaling Machine for Multi-Horizon Probabilistic Forecasting
ECAI 2024 ·
Yunyi Zhou
,
Ruohan Gao
,
Xinping Zheng
,
Yuchen Huang
, Zhixuan Chu