Zhifang Sui

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

DBLP profile ↗ORCID search ↗

Venues

ACL ×14 EMNLP ×7 AAAI ×4 CVPR ×1 ICLR ×1 NAACL ×1

Frequent coauthors

Qingxiu Dong

×9

Heming Xia

×8

Jingyuan Ma

×7

Rui Li

×7

Lei Sha

×6

Damai Dai

×5

Zhe Yang

×5

Peiyi Wang

×5

Di Zhang

×4

Zheng Li

×3

Yixin Yang

×3

Yichang Zhang

×3

Papers

From Mathematical Reasoning to Code: Generalization of Process Reward Models in Test-Time Scaling
AAAI 2026 ·
Zhengyu Chen
,
Yudong Wang
,
Teng Xiao
,
Ruochen Zhou
,
Xuesheng Yang
,
Wei Wang
, Zhifang Sui,
Jingang Wang
HAUNTATTACK: When Attack Follows Reasoning as a Shadow
ACL 2026 ·
Jingyuan Ma
,
Rui Li
,
Zheng Li
,
Junfeng Liu
,
Heming Xia
,
Lei Sha
, Zhifang Sui
HistLens: Mapping Idea Change across Concepts and Corpora
ACL 2026 ·
Yi Jing
,
Weiyun Qiu
,
Yihang Peng
, Zhifang Sui
Large Language Models Struggle with Unreasonability in Math Problems
AAAI 2026 ·
Jingyuan Ma
,
Damai Dai
,
Zihang Yuan
,
Rui Li
,
Weilin Luo
,
Bin Wang
,
Qun Liu
,
Lei Sha
, Zhifang Sui
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection
AAAI 2026 ·
Yixin Yang
,
Qingxiu Dong
,
Linli Yao
,
Fangwei Zhu
,
Weilin Luo
,
Bin Wang
, Zhifang Sui
SelfBudgeter: Adaptive Token Allocation for Efficient LLM Reasoning
ACL 2026 ·
Zheng Li
,
Qingxiu Dong
,
Jingyuan Ma
,
Di Zhang
,
Kai Jia
, Zhifang Sui
SenseJudge: Human-Centric Preference-Driven Judgment Framework
ACL 2026 ·
Rui Li
,
Junfeng Liu
,
Xiangwen Kong
, Zhifang Sui
Towards Stable and Effective Reinforcement Learning for Mixture-of-Experts
ACL 2026 ·
Di Zhang
,
Xun Wu
,
Shaohan Huang
,
Lingjie Jiang
,
Yaru Hao
,
Li Dong
,
Zewen Chi
, Zhifang Sui,
Furu Wei
A Probabilistic Inference Scaling Theory for LLM Self-Correction
EMNLP 2025 ·
Zhe Yang
,
Yichang Zhang
,
Yudong Wang
,
Ziyao Xu
,
Junyang Lin
, Zhifang Sui
AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
CVPR 2025 ·
Yiyang Du
,
Xiaochen Wang
,
Chi Chen
,
Jiabo Ye
,
Yiru Wang
,
Peng Li
,
Ming Yan
,
Ji Zhang
,
Fei Huang
, Zhifang Sui,
Maosong Sun
,
Yang Liu
Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip?
EMNLP 2025 ·
Xiaochen Wang
,
Heming Xia
,
Jialin Song
,
Longyu Guan
,
Qingxiu Dong
,
Rui Li
,
Yixin Yang
,
Yifan Pu
,
Weiyao Luo
,
Yiru Wang
,
Xiangdi Meng
,
Wenjie Li
, Zhifang Sui
Confidence v.s. Critique: A Decomposition of Self-Correction Capability for LLMs
ACL 2025 ·
Zhe Yang
,
Yichang Zhang
,
Yudong Wang
,
Ziyao Xu
,
Junyang Lin
, Zhifang Sui
Exploring Activation Patterns of Parameters in Language Models
AAAI 2025 ·
Yudong Wang
,
Damai Dai
,
Zhe Yang
,
Jingyuan Ma
, Zhifang Sui
How Far are LLMs from Being Our Digital Twins? A Benchmark for Persona-Based Behavior Chain Simulation
ACL 2025 ·
Rui Li
,
Heming Xia
,
Xinfeng Yuan
,
Qingxiu Dong
,
Lei Sha
,
Wenjie Li
, Zhifang Sui
SG-FSM: A Self-Guiding Zero-Shot Prompting Paradigm for Multi-Hop Question Answering Based on Finite State Machine
NAACL 2025 ·
Xiaochen Wang
,
Junqing He
,
Liang Chen
,
Gholamreza Haffari
,
Yiru Wang
,
Zhe Yang
,
Xiangdi Meng
,
Kunhao Pan
, Zhifang Sui
Self-Boosting Large Language Models with Synthetic Preference Data
ICLR 2025 ·
Qingxiu Dong
,
Li Dong
,
Xingxing Zhang
, Zhifang Sui,
Furu Wei
Towards Harmonized Uncertainty Estimation for Large Language Models
ACL 2025 ·
Rui Li
,
Jing Long
,
Muge Qi
,
Heming Xia
,
Lei Sha
,
Peiyi Wang
, Zhifang Sui
A Survey on In-context Learning
EMNLP 2024 ·
Qingxiu Dong
,
Lei Li
,
Damai Dai
,
Ce Zheng
,
Jingyuan Ma
,
Rui Li
,
Heming Xia
,
Jingjing Xu
,
Zhiyong Wu
,
Baobao Chang
,
Xu Sun
,
Lei Li
, Zhifang Sui
Achilles-Bench: A Challenging Benchmark for Low-Resource Evaluation
ACL 2024 ·
Yudong Wang
,
Chang Ma
,
Qingxiu Dong
, Zhifang Sui,
Lingpeng Kong
,
Jingjing Xu
Be a Multitude to Itself: A Prompt Evolution Framework for Red Teaming
EMNLP 2024 ·
Rui Li
,
Peiyi Wang
,
Jingyuan Ma
,
Di Zhang
,
Lei Sha
, Zhifang Sui
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?
EMNLP 2024 ·
Zhe Yang
,
Yichang Zhang
,
Tianyu Liu
,
Jian Yang
,
Junyang Lin
,
Chang Zhou
, Zhifang Sui
Can Large Multimodal Models Uncover Deep Semantics Behind Images?
ACL 2024 ·
Yixin Yang
,
Zheng Li
,
Qingxiu Dong
,
Heming Xia
, Zhifang Sui
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
ACL 2024 ·
Damai Dai
,
Chengqi Deng
,
Chenggang Zhao
,
R. X. Xu
,
Huazuo Gao
,
Deli Chen
,
Jiashi Li
,
Wangding Zeng
,
Xingkai Yu
,
Y. Wu
,
Zhenda Xie
,
Y. K. Li
,
Panpan Huang
,
Fuli Luo
,
Chong Ruan
, Zhifang Sui,
Wenfeng Liang
Large Language Models are not Fair Evaluators
ACL 2024 ·
Peiyi Wang
,
Lei Li
,
Liang Chen
,
Zefan Cai
,
Dawei Zhu
,
Binghuai Lin
,
Yunbo Cao
,
Lingpeng Kong
,
Qi Liu
,
Tianyu Liu
, Zhifang Sui
Math-Shepherd: Verify and Reinforce LLMs Step-by-step without Human Annotations
ACL 2024 ·
Peiyi Wang
,
Lei Li
,
Zhihong Shao
,
Runxin Xu
,
Damai Dai
,
Yifei Li
,
Deli Chen
,
Yu Wu
, Zhifang Sui
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
EMNLP 2024 ·
Zhexin Zhang
,
Yida Lu
,
Jingyuan Ma
,
Di Zhang
,
Rui Li
,
Pei Ke
,
Hao Sun
,
Lei Sha
, Zhifang Sui,
Hongning Wang
,
Minlie Huang
Taking a Deep Breath: Enhancing Language Modeling of Large Language Models with Sentinel Tokens
EMNLP 2024 ·
Weiyao Luo
,
Suncong Zheng
,
Heming Xia
,
Weikang Wang
,
Yan Lei
,
Tianyu Liu
,
Shuang Chen
, Zhifang Sui
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
ACL 2024 ·
Heming Xia
,
Zhe Yang
,
Qingxiu Dong
,
Peiyi Wang
,
Yongqi Li
,
Tao Ge
,
Tianyu Liu
,
Wenjie Li
, Zhifang Sui