Yiwei Wang - RankMe

175 papers A* 25A 4B 4Journal 115Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Accordion-Thinking: Self-Regulated Step Summaries for Efficient and Readable LLM Reasoning. CoRR Zhicheng Yang, Zhijiang Guo, Yinya Huang, Yongxin Wang, Wenlei Shi, Yiwei Wang, Xiaodan Liang, Jing Tang
2026	J	`jnl`	AuTAgent: A Reinforcement Learning Framework for Tool-Augmented Audio Reasoning. CoRR Siqian Tong, Xuan Li, Yiwei Wang, Baolong Bi, Yujun Cai, Shenghua Liu, Yuchen He, Chengpeng Hao
2026	J	`jnl`	AudioRouter: Data Efficient Audio Understanding via RL based Dual Reasoning. CoRR Liyang Chen, Hongkai Chen, Yujun Cai, Sifan Li, Qingwen Ye, Yiwei Wang
2026	J	`jnl`	CamReasoner: Reinforcing Camera Movement Understanding via Structured Spatial Reasoning. CoRR Hang Wu, Yujun Cai, Zehao Li, Haonan Ge, Bowen Sun, Junsong Yuan, Yiwei Wang
2026	J	`jnl`	Finding Distributed Object-Centric Properties in Self-Supervised Transformers. CoRR Samyak Rawlekar, Amitabh Swain, Yujun Cai, Yiwei Wang, Ming-Hsuan Yang, Narendra Ahuja
2026	J	`jnl`	Gated Differentiable Working Memory for Long-Context Language Modeling. CoRR Lingrui Mei, Shenghua Liu, Yiwei Wang, Yuyao Ge, Baolong Bi, Jiayu Yao, Jun Wan, Ziling Yin, Jiafeng Guo, Xueqi Cheng
2026	J	`jnl`	HighlightBench: Benchmarking Markup-Driven Table Reasoning in Scientific Documents. CoRR Lexin Wang, Shenghua Liu, Yiwei Wang, Yujun Cai, Yuyao Ge, Jiayu Yao, Jiafeng Guo, Xueqi Cheng
2026	J	`jnl`	OptiSQL: Executable SQL Generation from Optical Tokens. CoRR Sifan Li, Hongkai Chen, Yujun Cai, Liyang Chen, Qingwen Ye, Yiwei Wang
2026	J	`jnl`	Prism-Δ: Differential Subspace Steering for Prompt Highlighting in Large Language Models. CoRR Yuyao Ge, Shenghua Liu, Yiwei Wang, Tianyu Liu, Baolong Bi, Lingrui Mei, Jiayu Yao, Jiafeng Guo, Xueqi Cheng
2026	J	`jnl`	ProjDevBench: Benchmarking AI Coding Agents on End-to-End Project Development. CoRR Pengrui Lu, Shiqi Zhang, Yunzhong Hou, Lyumanshan Ye, Chaoyi Huang, Zixi Chen, Ji Zeng, Hantao Jiang, Pengfei Liu, Yiwei Wang, Ming-Hsuan Yang
2026	J	`jnl`	PromptCD: Test-Time Behavior Enhancement via Polarity-Prompt Contrastive Decoding. CoRR Baolong Bi, Yuyao Ge, Shenghua Liu, Yuchen He, Siqian Tong, Lizhe Chen, Lingrui Mei, Zehao Li, Yiwei Wang, Yujun Cai, Ming-Hsuan Yang, Xueqi Cheng
2026	J	`jnl`	Self-Manager: Parallel Agent Loop for Long-form Deep Research. CoRR Yilong Xu, Zhi Zheng, Xiang Long, Yujun Cai, Yiwei Wang
2026	A*	`conf`	Towards Robust Heterogeneous Graph Explanations under Structural Perturbations. WWW Yifan Lu, Pengfei Jiao, Xuan Guo, Ziyun Zou, Yiwei Wang, Mengzhou Gao, Huaming Wu, Imran Razzak
2026	J	`jnl`	ViewFusion: Structured Spatial Thinking Chains for Multi-View Reasoning. CoRR Xingjian Tao, Yiwei Wang, Yujun Cai, Yifan Song, Jing Tang
2025	B	`conf`	"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak. COLING Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao, Xueqi Cheng
2025	J	`jnl`	A CoRR Zhecheng Li, Guoxian Song, Yiwei Wang, Zhen Xiong, Junsong Yuan, Yujun Cai
2025	J	`jnl`	A Survey of Context Engineering for Large Language Models. CoRR Lingrui Mei, Jiayu Yao, Yuyao Ge, Yiwei Wang, Baolong Bi, Yujun Cai, Jiazhi Liu, Mingyu Li, Zhong-Zhi Li, Duzhen Zhang, Chenlin Zhou, Jiayi Mao, Tianze Xia, Jiafeng Guo, Shenghua Liu
2025	J	`jnl`	A Survey of Vibe Coding with Large Language Models. CoRR Yuyao Ge, Lingrui Mei, Zenghao Duan, Tianhao Li, Yujia Zheng, Yiwei Wang, Lexin Wang, Jiayu Yao, Tianyu Liu, Yujun Cai, Baolong Bi, Fangda Guo, Jiafeng Guo, Shenghua Liu, Xueqi Cheng
2025	J	`jnl`	Answer-Centric or Reasoning-Driven? Uncovering the Latent Memory Anchor in LLMs. CoRR Yang Wu, Yifan Zhang, Yiwei Wang, Yujun Cai, Yurong Wu, Yuran Wang, Ning Xu, Jian Cheng
2025	J	`jnl`	BRIGHT+: Upgrading the BRIGHT Benchmark with MARCUS, a Multi-Agent RAG Clean-Up Suite. CoRR Liyang Chen, Yujun Cai, Jieqiong Dong, Yiwei Wang
2025	J	`jnl`	Blockwise SFT for Diffusion Language Models: Reconciling Bidirectional Attention and Autoregressive Decoding. CoRR Bowen Sun, Yujun Cai, Ming-Hsuan Yang, Yiwei Wang
2025	—	`conf`	Can Graph Descriptive Order Affect Solving Graph Problems with LLMs? ACL (1) Yuyao Ge, Shenghua Liu, Baolong Bi, Yiwei Wang, Lingrui Mei, Wenjie Feng, Lizhe Chen, Xueqi Cheng
2025	J	`jnl`	ChainMPQ: Interleaved Text-Image Reasoning Chains for Mitigating Relation Hallucinations. CoRR Yike Wu, Yiwei Wang, Yujun Cai
2025	B	`conf`	Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding. COLING Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang
2025	—	`conf`	Context-DPO: Aligning Language Models for Context-Faithfulness. ACL (Findings) Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu
2025	J	`jnl`	ContextNav: Towards Agentic Multimodal In-Context Learning. CoRR Honghao Fu, Yuan Ouyang, Kai-Wei Chang, Yiwei Wang, Zi Huang, Yujun Cai
2025	J	`jnl`	Critique to Verify: Accurate and Honest Test-Time Scaling with RL-Trained Verifiers. CoRR Zhicheng Yang, Zhijiang Guo, Yinya Huang, Yongxin Wang, Yiwei Wang, Xiaodan Liang, Jing Tang
2025	J	`jnl`	Cure or Poison? Embedding Instructions Visually Alters Hallucination in Vision-Language Models. CoRR Zhaochen Wang, Yiwei Wang, Yujun Cai
2025	—	`conf`	DRS: Deep Question Reformulation With Structured Output. ACL (Findings) Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang
2025	—	`conf`	Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts. ACL (1) Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Junfeng Fang, Pengliang Ji, Xueqi Cheng
2025	J	`jnl`	Depth-Breadth Synergy in RLVR: Unlocking LLM Reasoning Gains with Adaptive Exploration. CoRR Zhicheng Yang, Zhijiang Guo, Yinya Huang, Yongxin Wang, Dongchun Xie, Yiwei Wang, Xiaodan Liang, Jing Tang
2025	J	`jnl`	Detecting and Mitigating Insertion Hallucination in Video-to-Audio Generation. CoRR Liyang Chen, Hongkai Chen, Yujun Cai, Sifan Li, Qingwen Ye, Yiwei Wang
2025	A*	`conf`	DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning. EMNLP Hang Wu, Hongkai Chen, Yujun Cai, Chang Liu, Qingwen Ye, Ming-Hsuan Yang, Yiwei Wang
2025	J	`jnl`	DiMo-GUI: Advancing Test-time Scaling in GUI Grounding via Modality-Aware Visual Reasoning. CoRR Hang Wu, Hongkai Chen, Yujun Cai, Chang Liu, Qingwen Ye, Ming-Hsuan Yang, Yiwei Wang
2025	J	`jnl`	Disentangling CLIP Features for Enhanced Localized Understanding. CoRR Samyak Rawlekar, Yujun Cai, Yiwei Wang, Ming-Hsuan Yang, Narendra Ahuja
2025	J	`jnl`	Do "New Snow Tablets" Contain Snow? Large Language Models Over-Rely on Names to Identify Ingredients of Chinese Drugs. CoRR Sifan Li, Yujun Cai, Bryan Hooi, Nanyun Peng, Yiwei Wang
2025	J	`jnl`	DraftAttention: Fast Video Diffusion via Low-Resolution Attention Guidance. CoRR Xuan Shen, Chenxia Han, Yufa Zhou, Yanyue Xie, Yifan Gong, Quanyi Wang, Yiwei Wang, Yanzhi Wang, Pu Zhao, Jiuxiang Gu
2025	J	`jnl`	Enhancing LLM Character-Level Manipulation via Divide and Conquer. CoRR Zhen Xiong, Yujun Cai, Bryan Hooi, Nanyun Peng, Kai-Wei Chang, Zhecheng Li, Yiwei Wang
2025	J	`jnl`	Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment. CoRR Jiaxi Li, Yiwei Wang, Kai Zhang, Yujun Cai, Bryan Hooi, Nanyun Peng, Kai-Wei Chang, Jin Lu
2025	J	`jnl`	FameMind: Frame-Interleaved Video Reasoning via Reinforcement Learning. CoRR Haonan Ge, Yiwei Wang, Kai-Wei Chang, Hang Wu, Yujun Cai
2025	J	`jnl`	FastCar: Cache Attentive Replay for Fast Auto-Regressive Video Generation on the Edge. CoRR Xuan Shen, Weize Ma, Yufa Zhou, Enhao Tang, Yanyue Xie, Zhengang Li, Yifan Gong, Quanyi Wang, Henghui Ding, Yiwei Wang, Yanzhi Wang, Pu Zhao, Jun Lin, Jiuxiang Gu
2025	J	`jnl`	Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning. CoRR Yuyao Ge, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Xuanshan Zhou, Jiayu Yao, Jiafeng Guo, Xueqi Cheng
2025	J	`jnl`	Generalist Scanner Meets Specialist Locator: A Synergistic Coarse-to-Fine Framework for Robust GUI Grounding. CoRR Zhecheng Li, Guoxian Song, Yiwei Wang, Zhen Xiong, Junsong Yuan, Yujun Cai
2025	J	`jnl`	How does Watermarking Affect Visual Language Models in Document Understanding? CoRR Chunxue Xu, Yiwei Wang, Bryan Hooi, Yujun Cai, Songze Li
2025	A*	`conf`	How to Make Large Language Models Generate 100% Valid Molecules? EMNLP Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang
2025	J	`jnl`	How to Make Large Language Models Generate 100% Valid Molecules? CoRR Wen Tao, Jing Tang, Alvin Chan, Bryan Hooi, Baolong Bi, Nanyun Peng, Yuansheng Liu, Yiwei Wang
2025	J	`jnl`	Innate Reasoning is Not Enough: In-Context Learning Enhances Reasoning Large Language Models with Less Overthinking. CoRR Yuyao Ge, Shenghua Liu, Yiwei Wang, Lingrui Mei, Lizhe Chen, Baolong Bi, Xueqi Cheng
2025	A*	`conf`	Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness. ICLR Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Junfeng Fang, Hongcheng Gao, Shiyu Ni, Xueqi Cheng
2025	J	`jnl`	Lost in Edits? A λ-Compass for AIGC Provenance. CoRR Wenhao You, Bryan Hooi, Yiwei Wang, Euijin Choo, Ming-Hsuan Yang, Junsong Yuan, Zi Huang, Yujun Cai
2025	—	`conf`	METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling. ACL (1) Bingxuan Li, Yiwei Wang, Jiuxiang Gu, Kai-Wei Chang, Nanyun Peng
2025	J	`jnl`	METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling. CoRR Bingxuan Li, Yiwei Wang, Jiuxiang Gu, Kai-Wei Chang, Nanyun Peng
2025	J	`jnl`	MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks. CoRR Wenhao You, Bryan Hooi, Yiwei Wang, Youke Wang, Zong Ke, Ming-Hsuan Yang, Zi Huang, Yujun Cai
2025	A*	`conf`	MQuAKE-Remastered: Multi-Hop Knowledge Editing Can Only Be Advanced with Reliable Evaluations. ICLR Shaochen (Henry) Zhong, Yifan Lu, Lize Shao, Bhargav Bhushanam, Xiaocong Du, Yixin Wan, Yucheng Shi, Daochen Zha, Yiwei Wang, Ninghao Liu, Kaixiong Zhou, Shuai Xu, Kai-Wei Chang, Louis Feng, Vipin Chaudhary, Xia Hu
2025	—	`conf`	MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs. EMNLP (Findings) Haonan Ge, Yiwei Wang, Ming-Hsuan Yang, Yujun Cai
2025	J	`jnl`	MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs. CoRR Haonan Ge, Yiwei Wang, Ming-Hsuan Yang, Yujun Cai
2025	—	`conf`	Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization. EMNLP (Findings) Shuyang Hao, Yiwei Wang, Bryan Hooi, Jun Liu, Muhao Chen, Zi Huang, Yujun Cai
2025	J	`jnl`	Making Every Step Effective: Jailbreaking Large Vision-Language Models Through Hierarchical KV Equalization. CoRR Shuyang Hao, Yiwei Wang, Bryan Hooi, Jun Liu, Muhao Chen, Zi Huang, Yujun Cai
2025	J	`jnl`	Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM. CoRR Zhen Xiong, Yujun Cai, Zhecheng Li, Yiwei Wang
2025	A*	`conf`	Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLMs. EMNLP Zhen Xiong, Yujun Cai, Zhecheng Li, Yiwei Wang
2025	J	`jnl`	Mitigating Coordinate Prediction Bias from Positional Encoding Failures. CoRR Xingjian Tao, Yiwei Wang, Yujun Cai, Yihong Luo, Jing Tang
2025	—	`conf`	Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering. ACL (1) Rongzhi Zhu, Xiangyu Liu, Zequn Sun, Yiwei Wang, Wei Hu
2025	J	`jnl`	Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering. CoRR Rongzhi Zhu, Xiangyu Liu, Zequn Sun, Yiwei Wang, Wei Hu
2025	J	`jnl`	Not in Sync: Unveiling Temporal Bias in Audio Chat Models. CoRR Jiayu Yao, Shenghua Liu, Yiwei Wang, Rundong Cheng, Lingrui Mei, Baolong Bi, Zhen Xiong, Xueqi Cheng
2025	A*	`conf`	OptiBench Meets ReSocratic: Measure and Improve LLMs for Optimization Modeling. ICLR Zhicheng Yang, Yiwei Wang, Yinya Huang, Zhijiang Guo, Wei Shi, Xiongwei Han, Liang Feng, Linqi Song, Xiaodan Liang, Jing Tang
2025	J	`jnl`	PAS: A Training-Free Stabilizer for Temporal Encoding in Video LLMs. CoRR Bowen Sun, Yujun Cai, Ming-Hsuan Yang, Hang Wu, Yiwei Wang
2025	J	`jnl`	Parameters vs. Context: Fine-Grained Control of Knowledge Reliance in Language Models. CoRR Baolong Bi, Shenghua Liu, Yiwei Wang, Yilong Xu, Junfeng Fang, Lingrui Mei, Xueqi Cheng
2025	J	`jnl`	Process or Result? Manipulated Ending Tokens Can Mislead Reasoning LLMs to Ignore the Correct Reasoning Steps. CoRR Yu Cui, Bryan Hooi, Yujun Cai, Yiwei Wang
2025	J	`jnl`	RefineShot: Rethinking Cinematography Understanding with Foundational Skill Evaluation. CoRR Hang Wu, Yujun Cai, Haonan Ge, Hongkai Chen, Ming-Hsuan Yang, Yiwei Wang
2025	J	`jnl`	RefineX: Learning to Refine Pre-training Data at Scale from Expert-Guided Programs. CoRR Baolong Bi, Shenghua Liu, Xingzhang Ren, Dayiheng Liu, Junyang Lin, Yiwei Wang, Lingrui Mei, Junfeng Fang, Jiafeng Guo, Xueqi Cheng
2025	J	`jnl`	Reward and Guidance through Rubrics: Promoting Exploration to Improve Multi-Domain Reasoning. CoRR Baolong Bi, Shenghua Liu, Yiwei Wang, Siqian Tong, Lingrui Mei, Yuyao Ge, Yilong Xu, Jiafeng Guo, Xueqi Cheng
2025	J	`jnl`	STDR: Spatio-Temporal Decoupling for Real-Time Dynamic Scene Rendering. CoRR Zehao Li, Hao Jiang, Yujun Cai, Jianing Chen, Baolong Bi, Shuqin Gao, Honglong Zhao, Yiwei Wang, Tianlu Mao, Zhaoqi Wang
2025	A*	`conf`	SemVink: Advancing VLMs' Semantic Understanding of Optical Illusions via Visual Global Thinking. EMNLP Sifan Li, Yujun Cai, Yiwei Wang
2025	J	`jnl`	SemVink: Advancing VLMs' Semantic Understanding of Optical Illusions via Visual Global Thinking. CoRR Sifan Li, Yujun Cai, Yiwei Wang
2025	J	`jnl`	Spatial Blind Spot: Auditory Motion Perception Deficits in Audio LLMs. CoRR Zhe Sun, Yujun Cai, Jiayu Yao, Yiwei Wang
2025	J	`jnl`	Structured Attention Matters to Multimodal LLMs in Document Understanding. CoRR Chang Liu, Hongkai Chen, Yujun Cai, Hang Wu, Qingwen Ye, Ming-Hsuan Yang, Yiwei Wang
2025	J	`jnl`	Structured Outputs Enable General-Purpose LLMs to be Medical Experts. CoRR Guangfu Guo, Kai Zhang, Bryan Hooi, Yujun Cai, Xiaoqian Lu, Nanyun Peng, Yiwei Wang
2025	J	`jnl`	Symbolic or Numerical? Understanding Physics Problem Solving in Reasoning LLMs. CoRR Nifu Dan, Yujun Cai, Yiwei Wang
2025	J	`jnl`	Text Speaks Louder than Vision: ASCII Art Reveals Textual Biases in Vision-Language Models. CoRR Zhaochen Wang, Bryan Hooi, Yiwei Wang, Ming-Hsuan Yang, Zi Huang, Yujun Cai
2025	J	`jnl`	Texture or Semantics? Vision-Language Models Get Lost in Font Recognition. CoRR Zhecheng Li, Guoxian Song, Yujun Cai, Zhen Xiong, Junsong Yuan, Yiwei Wang
2025	J	`jnl`	Thinking with Sound: Audio Chain-of-Thought Enables Multimodal Reasoning in Large Audio-Language Models. CoRR Zhen Xiong, Yujun Cai, Zhecheng Li, Junsong Yuan, Yiwei Wang
2025	J	`jnl`	Tit-for-Tat: Safeguarding Large Vision-Language Models Against Jailbreak Attacks via Adversarial Defense. CoRR Shuyang Hao, Yiwei Wang, Bryan Hooi, Ming-Hsuan Yang, Jun Liu, Chengcheng Tang, Zi Huang, Yujun Cai
2025	J	`jnl`	Token-Efficient Prompt Injection Attack: Provoking Cessation in LLM Reasoning via Adaptive Token Compression. CoRR Yu Cui, Yujun Cai, Yiwei Wang
2025	J	`jnl`	TreeRPO: Tree Relative Policy Optimization. CoRR Zhicheng Yang, Zhijiang Guo, Yinya Huang, Xiaodan Liang, Yiwei Wang, Jing Tang
2025	—	`conf`	Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack. NAACL (Long Papers) Cheng Wang, Yiwei Wang, Yujun Cai, Bryan Hooi
2025	J	`jnl`	Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack. CoRR Cheng Wang, Yiwei Wang, Yujun Cai, Bryan Hooi
2025	—	`conf`	Understanding GUI Agent Localization Biases through Logit Sharpness. EMNLP (Findings) Xingjian Tao, Yiwei Wang, Yujun Cai, Zhicheng Yang, Jing Tang
2025	J	`jnl`	Understanding GUI Agent Localization Biases through Logit Sharpness. CoRR Xingjian Tao, Yiwei Wang, Yujun Cai, Zhicheng Yang, Jing Tang
2025	J	`jnl`	UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting. Trans. Mach. Learn. Res. Juncheng Liu, Chenghao Liu, Gerald Woo, Yiwei Wang, Bryan Hooi, Caiming Xiong, Doyen Sahoo
2025	J	`jnl`	Unveiling the Potential of Diffusion Large Language Model in Controllable Generation. CoRR Zhen Xiong, Yujun Cai, Zhecheng Li, Yiwei Wang
2025	J	`jnl`	Video-STAR: Reinforcing Open-Vocabulary Action Recognition with Tools. CoRR Zhenlong Yuan, Xiangyan Qu, Chengxuan Qian, Rui Chen, Jing Tang, Lei Sun, Xiangxiang Chu, Dapeng Zhang, Yiwei Wang, Yujun Cai, Shuo Li
2025	J	`jnl`	Vision Language Models Map Logos to Text via Semantic Entanglement in the Visual Projector. CoRR Sifan Li, Hongkai Chen, Yujun Cai, Qingwen Ye, Liyang Chen, Junsong Yuan, Yiwei Wang
2025	J	`jnl`	Visual CoT Makes VLMs Smarter but More Fragile. CoRR Chunxue Xu, Yiwei Wang, Yujun Cai, Bryan Hooi, Songze Li
2025	—	`conf`	Vulnerability of LLMs to Vertically Aligned Text Manipulations. ACL (1) Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Zhen Xiong, Nanyun Peng, Kai-Wei Chang
2025	—	`conf`	Vulnerability of Large Language Models to Output Prefix Jailbreaks: Impact of Positions on Safety. NAACL (Findings) Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang
2025	—	`conf`	Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach. ACL (Findings) Yurong Wu, Fangwen Mu, Qiuhong Zhang, Jinjing Zhao, Xinrun Xu, Lingrui Mei, Yang Wu, Lin Shi, Junjie Wang, Zhiming Ding, Yiwei Wang
2025	J	`jnl`	Vulnerability of Text-to-Image Models to Prompt Template Stealing: A Differential Evolution Approach. CoRR Yurong Wu, Fangwen Mu, Qiuhong Zhang, Jinjing Zhao, Xinrun Xu, Lingrui Mei, Yang Wu, Lin Shi, Junjie Wang, Zhiming Ding, Yiwei Wang
2025	J	`jnl`	WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning. CoRR Haojin Yang, Rui Hu, Zequn Sun, Rui Zhou, Yujun Cai, Yiwei Wang
2025	J	`jnl`	When Can Large Reasoning Models Save Thinking? Mechanistic Analysis of Behavioral Divergence in Reasoning. CoRR Rongzhi Zhu, Yi Liu, Zequn Sun, Yiwei Wang, Wei Hu
2025	A*	`conf`	Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation. EMNLP Jiayu Yao, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Yuyao Ge, Zhecheng Li, Xueqi Cheng
2025	J	`jnl`	Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation. CoRR Jiayu Yao, Shenghua Liu, Yiwei Wang, Lingrui Mei, Baolong Bi, Yuyao Ge, Zhecheng Li, Xueqi Cheng
2025	J	`jnl`	a1: Steep Test-time Scaling Law via Environment Augmented Generation. CoRR Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Yuyao Ge, Jun Wan, Yurong Wu, Xueqi Cheng
2024	J	`jnl`	"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak. CoRR Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Jiayi Mao, Xueqi Cheng
2024	—	`conf`	Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities. EMNLP (Findings) Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Yilong Xu, Xueqi Cheng
2024	J	`jnl`	Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities. CoRR Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Yilong Xu, Xueqi Cheng
2024	—	`conf`	AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations. EMNLP (Findings) Zhicheng Yang, Yinya Huang, Jing Xiong, Liang Feng, Xiaodan Liang, Yiwei Wang, Jing Tang
2024	J	`jnl`	Are LLMs Really Not Knowledgable? Mining the Submerged Knowledge in LLMs' Memory. CoRR Xingjian Tao, Yiwei Wang, Yujun Cai, Zhicheng Yang, Jing Tang
2024	J	`jnl`	Benchmarking LLMs for Optimization Modeling and Enhancing Reasoning via Reverse Socratic Synthesis. CoRR Zhicheng Yang, Yinya Huang, Wei Shi, Liang Feng, Linqi Song, Yiwei Wang, Xiaodan Liang, Jing Tang
2024	J	`jnl`	Con-ReCall: Detecting Pre-training Data in LLMs via Contrastive Decoding. CoRR Cheng Wang, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang
2024	J	`jnl`	Context-DPO: Aligning Language Models for Context-Faithfulness. CoRR Baolong Bi, Shaohan Huang, Yiwei Wang, Tianchi Yang, Zihan Zhang, Haizhen Huang, Lingrui Mei, Junfeng Fang, Zehao Li, Furu Wei, Weiwei Deng, Feng Sun, Qi Zhang, Shenghua Liu
2024	A*	`conf`	Control Large Language Models via Divide and Conquer. EMNLP Bingxuan Li, Yiwei Wang, Tao Meng, Kai-Wei Chang, Nanyun Peng
2024	J	`jnl`	Control Large Language Models via Divide and Conquer. CoRR Bingxuan Li, Yiwei Wang, Tao Meng, Kai-Wei Chang, Nanyun Peng
2024	J	`jnl`	DRS: Deep Question Reformulation With Structured Output. CoRR Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Nanyun Peng, Kai-Wei Chang
2024	J	`jnl`	Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts. CoRR Baolong Bi, Shenghua Liu, Lingrui Mei, Yiwei Wang, Pengliang Ji, Xueqi Cheng
2024	J	`jnl`	DeepEdit: Knowledge Editing as Decoding with Constraints. CoRR Yiwei Wang, Muhao Chen, Nanyun Peng, Kai-Wei Chang
2024	A*	`conf`	Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification. NeurIPS Yihong Luo, Yuhan Chen, Siya Qiu, Yiwei Wang, Chen Zhang, Yan Zhou, Xiaochun Cao, Jing Tang
2024	J	`jnl`	Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification. CoRR Yihong Luo, Yuhan Chen, Siya Qiu, Yiwei Wang, Chen Zhang, Yan Zhou, Xiaochun Cao, Jing Tang
2024	J	`jnl`	HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router. CoRR Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Ruibin Yuan, Xueqi Cheng
2024	J	`jnl`	Is Factuality Decoding a Free Lunch for LLMs? Evaluation on Knowledge Editing Benchmark. CoRR Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng
2024	—	`conf`	LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning. EMNLP (Findings) Silin Meng, Yiwei Wang, Cheng-Fu Yang, Nanyun Peng, Kai-Wei Chang
2024	J	`jnl`	LLM-A*: Large Language Model Enhanced Incremental Heuristic Search on Path Planning. CoRR Silin Meng, Yiwei Wang, Cheng-Fu Yang, Nanyun Peng, Kai-Wei Chang
2024	—	`conf`	LPNL: Scalable Link Prediction with Large Language Models. ACL (Findings) Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Cheng
2024	A*	`conf`	SLANG: New Concept Comprehension of Large Language Models. EMNLP Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Cheng
2024	J	`jnl`	SLANG: New Concept Comprehension of Large Language Models. CoRR Lingrui Mei, Shenghua Liu, Yiwei Wang, Baolong Bi, Xueqi Chen
2024	J	`jnl`	Scalable Link Prediction on Large-Scale Heterogeneous Graphs with Large Language Models. CoRR Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Xueqi Chen
2024	A*	`conf`	Scalable and Effective Implicit Graph Neural Networks on Large Graphs. ICLR Juncheng Liu, Bryan Hooi, Kenji Kawaguchi, Yiwei Wang, Chaosheng Dong, Xiaokui Xiao
2024	J	`jnl`	StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models. CoRR Baolong Bi, Shenghua Liu, Yiwei Wang, Lingrui Mei, Hongcheng Gao, Junfeng Fang, Xueqi Cheng
2024	J	`jnl`	Think Carefully and Check Again! Meta-Generation Unlocking LLMs for Low-Resource Cross-Lingual Summarization. CoRR Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Naifan Cheung, Nanyun Peng, Kai-Wei Chang
2024	J	`jnl`	UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting. CoRR Juncheng Liu, Chenghao Liu, Gerald Woo, Yiwei Wang, Bryan Hooi, Caiming Xiong, Doyen Sahoo
2024	J	`jnl`	Vulnerability of LLMs to Vertically Aligned Text Manipulations. CoRR Zhecheng Li, Yiwei Wang, Bryan Hooi, Yujun Cai, Zhen Xiong, Nanyun Peng, Kai-Wei Chang
2023	—	`conf`	A Causal View of Entity Bias in (Large) Language Models. EMNLP (Findings) Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
2023	J	`jnl`	A Causal View of Entity Bias in (Large) Language Models. CoRR Fei Wang, Wenjie Mo, Yiwei Wang, Wenxuan Zhou, Muhao Chen
2023	A*	`conf`	AirFormer: Predicting Nationwide Air Quality in China with Transformers. AAAI Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2023	A	`conf`	Graph Explicit Neural Networks: Explicitly Encoding Graphs for Efficient and Accurate Inference. WSDM Yiwei Wang, Bryan Hooi, Yozen Liu, Neil Shah
2023	B	`conf`	How Fragile is Relation Extraction under Entity Replacements? CoNLL Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen
2023	J	`jnl`	How Fragile is Relation Extraction under Entity Replacements? CoRR Yiwei Wang, Bryan Hooi, Fei Wang, Yujun Cai, Yuxuan Liang, Wenxuan Zhou, Jing Tang, Manjuan Duan, Muhao Chen
2023	A*	`conf`	LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. NeurIPS Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann
2023	J	`jnl`	LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. CoRR Xu Liu, Yutong Xia, Yuxuan Liang, Junfeng Hu, Yiwei Wang, Lei Bai, Chao Huang, Zhenguang Liu, Bryan Hooi, Roger Zimmermann
2023	J	`jnl`	Mixed-Order Relation-Aware Recurrent Neural Networks for Spatio-Temporal Forecasting. IEEE Trans. Knowl. Data Eng. Yuxuan Liang, Kun Ouyang, Yiwei Wang, Zheyi Pan, Yifang Yin, Hongyang Chen, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
2023	A*	`conf`	Primacy Effect of ChatGPT. EMNLP Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi
2023	J	`jnl`	Primacy Effect of ChatGPT. CoRR Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi
2023	J	`jnl`	Speak Like a Native: Prompting Large Language Models in a Native Style. CoRR Zhicheng Yang, Yiwei Wang, Yinya Huang, Jing Xiong, Xiaodan Liang, Jing Tang
2022	J	`jnl`	AirFormer: Predicting Nationwide Air Quality in China with Transformers. CoRR Yuxuan Liang, Yutong Xia, Songyu Ke, Yiwei Wang, Qingsong Wen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2022	—	`conf`	Dangling-Aware Entity Alignment with Mixed High-Order Proximities. NAACL-HLT (Findings) Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen
2022	J	`jnl`	Dangling-Aware Entity Alignment with Mixed High-Order Proximities. CoRR Juncheng Liu, Zequn Sun, Bryan Hooi, Yiwei Wang, Dayiheng Liu, Baosong Yang, Xiaokui Xiao, Muhao Chen
2022	J	`jnl`	EIGNN: Efficient Infinite-Depth Graph Neural Networks. CoRR Juncheng Liu, Kenji Kawaguchi, Bryan Hooi, Yiwei Wang, Xiaokui Xiao
2022	—	`conf`	Flashlight: Scalable Link Prediction With Effective Decoders. LoG Yiwei Wang, Bryan Hooi, Yozen Liu, Tong Zhao, Zhichun Guo, Neil Shah
2022	J	`jnl`	Flashlight: Scalable Link Prediction with Effective Decoders. CoRR Yiwei Wang, Bryan Hooi, Yozen Liu, Tong Zhao, Zhichun Guo, Neil Shah
2022	J	`jnl`	GRAPHCACHE: Message Passing as Caching for Sentence-Level Relation Extraction. CoRR Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi
2022	—	`conf`	GraphCache: Message Passing as Caching for Sentence-Level Relation Extraction. NAACL-HLT (Findings) Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Bryan Hooi
2022	—	`conf`	LSCALE: Latent Space Clustering-Based Active Learning for Node Classification. ECML/PKDD (1) Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao
2022	—	`conf`	Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. NAACL-HLT Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi
2022	J	`jnl`	Should We Rely on Entity Mentions for Relation Extraction? Debiasing Relation Extraction with Counterfactual Analysis. CoRR Yiwei Wang, Muhao Chen, Wenxuan Zhou, Yujun Cai, Yuxuan Liang, Dayiheng Liu, Baosong Yang, Juncheng Liu, Bryan Hooi
2022	B	`conf`	Time-Aware Neighbor Sampling on Temporal Graphs. IJCNN Yiwei Wang, Yujun Cai, Yuxuan Liang, Henghui Ding, Changhu Wang, Bryan Hooi
2022	A	`conf`	TrajFormer: Efficient Trajectory Classification with Transformers. CIKM Yuxuan Liang, Kun Ouyang, Yiwei Wang, Xu Liu, Hongyang Chen, Junbo Zhang, Yu Zheng, Roger Zimmermann
2021	A*	`conf`	A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder ICCV Yujun Cai, Yiwei Wang, Yiheng Zhu, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Chuanxia Zheng, Sijie Yan, Henghui Ding, Xiaohui Shen, Ding Liu, Nadia Magnenat-Thalmann
2021	A*	`conf`	Adaptive Data Augmentation on Temporal Graphs. NeurIPS Yiwei Wang, Yujun Cai, Yuxuan Liang, Henghui Ding, Changhu Wang, Siddharth Bhatia, Bryan Hooi
2021	A*	`conf`	CurGraph: Curriculum Learning for Graph Classification. WWW Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Bryan Hooi
2021	A*	`conf`	EIGNN: Efficient Infinite-Depth Graph Neural Networks. NeurIPS Juncheng Liu, Kenji Kawaguchi, Bryan Hooi, Yiwei Wang, Xiaokui Xiao
2021	A*	`conf`	Fine-Grained Urban Flow Prediction. WWW Yuxuan Liang, Kun Ouyang, Junkai Sun, Yiwei Wang, Junbo Zhang, Yu Zheng, David S. Rosenblum, Roger Zimmermann
2021	—	`conf`	GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs. ECML/PKDD (2) Siddharth Bhatia, Yiwei Wang, Bryan Hooi, Tanmoy Chakraborty
2021	J	`jnl`	GraphAnoGAN: Detecting Anomalous Snapshots from Attributed Graphs. CoRR Siddharth Bhatia, Yiwei Wang, Bryan Hooi, Tanmoy Chakraborty
2021	A*	`conf`	Mixup for Node and Graph Classification. WWW Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Bryan Hooi
2021	A*	`conf`	Modeling Trajectories with Neural Ordinary Differential Equations. IJCAI Yuxuan Liang, Kun Ouyang, Hanshu Yan, Yiwei Wang, Zekun Tong, Roger Zimmermann
2021	J	`jnl`	Structure-Aware Label Smoothing for Graph Neural Networks. CoRR Yiwei Wang, Yujun Cai, Yuxuan Liang, Wei Wang, Henghui Ding, Muhao Chen, Jing Tang, Bryan Hooi
2021	J	`jnl`	Time-Aware Neighbor Sampling for Temporal Graph Networks. CoRR Yiwei Wang, Yujun Cai, Yuxuan Liang, Henghui Ding, Changhu Wang, Bryan Hooi
2020	J	`jnl`	Active Learning for Node Classification: The Additional Learning Ability from Unlabelled Nodes. CoRR Juncheng Liu, Yiwei Wang, Bryan Hooi, Renchi Yang, Xiaokui Xiao
2020	A	`conf`	Detecting Implementation Bugs in Graph Convolutional Network based Node Classifiers. ISSRE Yiwei Wang, Wei Wang, Yujun Cai, Bryan Hooi, Beng Chin Ooi
2020	J	`jnl`	GraphCrop: Subgraph Cropping for Graph Classification. CoRR Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Bryan Hooi
2020	—	`conf`	Learning Progressive Joint Propagation for Human Motion Prediction. ECCV (7) Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat-Thalmann
2020	A*	`conf`	NodeAug: Semi-Supervised Node Classification with Data Augmentation. KDD Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Juncheng Liu, Bryan Hooi
2020	—	`conf`	Progressive Supervision for Node Classification. ECML/PKDD (1) Yiwei Wang, Wei Wang, Yuxuan Liang, Yujun Cai, Bryan Hooi
2020	A*	`conf`	Provably Robust Node Classification via Low-Pass Message Passing. ICDM Yiwei Wang, Shenghua Liu, Minji Yoon, Hemank Lamba, Wei Wang, Christos Faloutsos, Bryan Hooi
2020	—	`conf`	Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics. ECML/PKDD (1) Yuxuan Liang, Kun Ouyang, Yiwei Wang, Ye Liu, Junbo Zhang, Yu Zheng, David S. Rosenblum
2019	J	`jnl`	Optimization Algorithms for Graph Laplacian Estimation via ADMM and MM. IEEE Trans. Signal Process. Licheng Zhao, Yiwei Wang, Sandeep Kumar, Daniel P. Palomar
2017	A	`conf`	Using Knowledge Graphs to Explain Entity Co-occurrence in Twitter. CIKM Yiwei Wang, Mark James Carman, Yuan-Fang Li