Xiao Liang

32 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×11 ICRA ×4 NeurIPS ×3 AAAI ×2 ACM MM ×2 EMNLP ×2 MICCAI ×2 ASE ×1 FM ×1 ICCV ×1 ICLR ×1 RSS ×1 UbiComp/ISWC ×1

Frequent coauthors

Yeyun Gong

×7

Hengyuan Zhang

×6

Di Wang

×5

Quan Wang

×5

Fei Liu

×5

Michael C. Yip

×5

Zhi Ma

×4

Ying Nian Wu

×4

Kai-Wei Chang

×3

Hayden Kwok-Hay So

×3

Ngai Wong

×3

Yelong Shen

×3

Papers

Anatomical Region-Guided Contrastive Decoding: A Plug-and-Play Strategy for Mitigating Hallucinations in Medical VLMs
AAAI 2026 · Xiao Liang,
Chenxi Liu
,
Zhi Ma
,
Di Wang
,
Bin Jing
,
Quan Wang
,
Yuanyuan Shi
Automated LTL Specification Generation from Industrial Aerospace Requirements
FM 2026 ·
Zhi Ma
, Xiao Liang,
Cheng Wen
,
Rui Chen
,
Bin Gu
,
Shengchao Qin
,
Cong Tian
,
Mengfei Yang
Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training
ACL 2026 ·
Kailai Yang
,
Xiao Liu
,
Lei Ji
,
Hao Li
, Xiao Liang,
Zhiwei Liu
,
Yeyun Gong
,
Peng Cheng
,
Mao Yang
Dynamic Generation of Multi LLM Agents Communication Topologies with Graph Diffusion Models
ACL 2026 ·
Eric Hanchen Jiang
,
Levina Li
,
Frank Wan
, Xiao Liang,
Sophia Yin
,
Yuchen Wu
,
Xinfeng Li
,
Yizhou Sun
,
Wei Wang
,
Kai-Wei Chang
,
Ying Nian Wu
Find Your Optimal Teacher: Personalized Data Synthesis via Router-Guided Multi-Teacher Distillation
ACL 2026 ·
Hengyuan Zhang
,
Shiping Yang
, Xiao Liang,
Chenming Shang
,
Yuxuan Jiang
,
Chaofan Tao
,
Jing Xiong
,
Hayden Kwok-Hay So
,
Ruobing Xie
,
Angel X. Chang
,
Ngai Wong
Gold-Medal-Level Olympiad Geometry Solving with Efficient Heuristic Auxiliary Constructions
ACL 2026 ·
Boyan Duan
, Xiao Liang,
Shuai Lu
,
Yaoxiang Wang
,
Yelong Shen
,
Kai-Wei Chang
,
Ying Nian Wu
,
Mao Yang
,
Weizhu Chen
,
Yeyun Gong
Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
ACL 2026 ·
Hengyuan Zhang
,
Zhihao Zhang
,
Ercong Nie
,
Mingyang Wang
,
Zunhai Su
,
Yiwei Wang
,
Qianli Wang
,
Shuzhou Yuan
,
Xufeng Duan
,
Qibo Xue
,
Zeping Yu
,
Chenming Shang
, Xiao Liang,
Jing Xiong
,
Hui Shen
,
Chaofan Tao
,
Zhengwu Liu
,
Senjie Jin
,
Zhiheng Xi
,
Dongdong Zhang
,
Sophia Ananiadou
,
Tao Gui
,
Ruobing Xie
,
Hayden Kwok-Hay So
,
Hinrich Schütze
,
Xuanjing Huang
,
Qi Zhang
,
Ngai Wong
Semantic-Space Exploration and Exploitation in RLVR for LLM Reasoning
ACL 2026 ·
Fanding Huang
,
Guanbo Huang
,
Xiao Fan
,
Yi He
, Xiao Liang,
Xiao Chen
,
Qinting Jiang
,
Faisal Nadeem Khan
,
Jingyan Jiang
,
Zhi Wang
Too Long, Do Re-weighting for Efficient LLM Reasoning Compression
ACL 2026 ·
Zhong-Zhi Li
, Xiao Liang,
Zihao Tang
,
Lei Ji
,
Peijie Wang
,
Haotian Xu
,
Xing W
,
Haizhen Huang
,
Weiwei Deng
,
Yeyun Gong
,
Zhijiang Guo
,
Xiao Liu
,
Fei Yin
,
Cheng-Lin Liu
Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability
ACL 2026 · Xiao Liang,
Zhong-Zhi Li
,
Zhenghao Lin
,
Eric Hanchen Jiang
,
Hengyuan Zhang
,
Yelong Shen
,
Kai-Wei Chang
,
Ying Nian Wu
,
Yeyun Gong
,
Weizhu Chen
A Flexible Smart Insole Enabling Real-Time Gait Visualization and Phase Recognition
UbiComp/ISWC 2025 ·
Shiji Yuan
,
Kang Ma
,
Ying Sun
,
Feiyang Zhang
,
Shuailei Zhang
, Xiao Liang,
Dapeng Wang
,
Chun Hu
,
Dezhi Zheng
AdaLRS: Loss-Guided Adaptive Learning Rate Search for Efficient Foundation Model Pretraining
NeurIPS 2025 ·
Hongyuan Dong
,
Dingkang Yang
, Xiao Liang,
Chao Feng
,
Ran Jiao
AutoPeel: Adhesion-Aware Safe Peeling Trajectory Optimization for Robotic Wound Care
ICRA 2025 · Xiao Liang,
Youcheng Zhang
,
Fei Liu
,
Florian Richter
,
Michael C. Yip
Bridging Natural Language and Formal Specification-Automated Translation of Software Requirements to LTL via Hierarchical Semantics Decomposition Using LLMs
ASE 2025 ·
Zhi Ma
,
Cheng Wen
,
Zhexin Su
, Xiao Liang,
Cong Tian
,
Shengchao Qin
,
Mengfei Yang
Chain-of-Reasoning: Towards Unified Mathematical Reasoning in Large Language Models via a Multi-Paradigm Perspective
ACL 2025 ·
Yiyao Yu
,
Yuxiang Zhang
,
Dongdong Zhang
, Xiao Liang,
Hengyuan Zhang
,
Xingxing Zhang
,
Mahmoud Khademi
,
Hany Hassan Awadalla
,
Junjie Wang
,
Yujiu Yang
,
Furu Wei
CheXPO: Preference Optimization for Chest X-ray VLMs with Counterfactual Rationale
ACM MM 2025 · Xiao Liang,
Jiawei Hu
,
Di Wang
,
Zhi Ma
,
Lin Zhao
,
Ronghan Li
,
Bo Wan
,
Quan Wang
GuiLoMo: Allocating Experts and Ranks for LoRA-MoE via Bilevel Optimization with GuidedSelection Vectors
EMNLP 2025 ·
Xinrong Chen
,
Hengyuan Zhang
,
Yingmin Qiu
, Xiao Liang,
Ziyue Li
,
Guanyu Wang
,
Weiping Li
,
Tong Mo
,
Hayden Kwok-Hay So
,
Ngai Wong
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025 ·
Yi Cheng
, Xiao Liang,
Yeyun Gong
,
Wen Xiao
,
Song Wang
,
Yuji Zhang
,
Wenjun Hou
,
Kaishuai Xu
,
Wenge Liu
,
Wenjie Li
,
Jian Jiao
,
Qi Chen
,
Peng Cheng
,
Wayne Xiong
MEDiC: Autonomous Surgical Robotic Assistance to Maximizing Exposure for Dissection and Cautery
ICRA 2025 · Xiao Liang,
Chung-Pang Wang
,
Nikhil Uday Shinde
,
Fei Liu
,
Florian Richter
,
Michael C. Yip
PD-UniST: Prompt-Driven Universal Model for Unpaired H&E-to-IHC Stain Translation
MICCAI 2025 ·
Chujie Zhang
,
Yangyang Xie
,
Yinhao Li
, Xiao Liang,
Lanfen Lin
,
Yen-Wei Chen
Scalable Vision Language Model Training via High Quality Data Curation
ACL 2025 ·
Hongyuan Dong
,
Zijian Kang
,
Weijie Yin
, Xiao Liang,
Chao Feng
,
Ran Jiao
SwS: Self-aware Weakness-driven Problem Synthesis in Reinforcement Learning for LLM Reasoning
NeurIPS 2025 · Xiao Liang,
Zhong-Zhi Li
,
Yeyun Gong
,
Yang Wang
,
Hengyuan Zhang
,
Yelong Shen
,
Ying Nian Wu
,
Weizhu Chen
Uncertainty-Driven Expert Control: Enhancing the Reliability of Medical Vision-Language Models
ICCV 2025 · Xiao Liang,
Di Wang
,
Zhicheng Jiao
,
Ronghan Li
,
Pengfei Yang
,
Quan Wang
,
Tat-Seng Chua
Achieving Autonomous Cloth Manipulation with Optimal Control via Differentiable Physics-Aware Regularization and Safety Constraints
ICRA 2024 ·
Yutong Zhang
,
Fei Liu
, Xiao Liang,
Michael C. Yip
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers
ACL 2024 ·
Jiawen Xie
,
Pengyu Cheng
, Xiao Liang,
Yong Dai
,
Nan Du
CoSTA: End-to-End Comprehensive Space-Time Entanglement for Spatio-Temporal Video Grounding
AAAI 2024 ·
Yaoyuan Liang
, Xiao Liang,
Yansong Tang
,
Zhao Yang
,
Ziran Li
,
Jingang Wang
,
Wenbo Ding
,
Shao-Lun Huang
Divide and Conquer: Isolating Normal-Abnormal Attributes in Knowledge Graph-Enhanced Radiology Report Generation
ACM MM 2024 · Xiao Liang,
Yanlei Zhang
,
Di Wang
,
Haodi Zhong
,
Ronghan Li
,
Quan Wang
JIGGLE: An Active Sensing Framework for Boundary Parameters Estimation in Deformable Surgical Environments
RSS 2024 ·
Nikhil Uday Shinde
, Xiao Liang,
Fei Liu
,
Yutong Zhang
,
Florian Richter
,
Sylvia Lee Herbert
,
Michael C. Yip
Leveraging Coarse-to-Fine Grained Representations in Contrastive Learning for Differential Medical Visual Question Answering
MICCAI 2024 · Xiao Liang,
Yin Wang
,
Di Wang
,
Zhicheng Jiao
,
Haodi Zhong
,
Mengyu Yang
,
Quan Wang
Real-to-Sim Deformable Object Manipulation: Optimizing Physics Models with Residual Mappings for Robotic Surgery
ICRA 2024 · Xiao Liang,
Fei Liu
,
Yutong Zhang
,
Yuelei Li
,
Shan Lin
,
Michael C. Yip
Task Oriented In-Domain Data Augmentation
EMNLP 2024 · Xiao Liang,
Xinyu Hu
,
Simiao Zuo
,
Yeyun Gong
,
Qiang Lou
,
Yi Liu
,
Shao-Lun Huang
,
Jian Jiao
Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
NeurIPS 2024 ·
Yaoyuan Liang
,
Zhuojun Cai
,
Jian Xu
,
Guanbo Huang
,
Yiran Wang
, Xiao Liang,
Jiahao Liu
,
Ziran Li
,
Jingang Wang
,
Shao-Lun Huang