Qifan Wang

Meta AI, Menlo Park, CA, USA

67 papers at tracked venues · 44 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-7570-5756 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×12 EMNLP ×12 ICLR ×9 NeurIPS ×6 NAACL ×5 SIGIR ×4 AAAI ×3 CVPR ×2 ECCV ×2 ICCV ×2 SIGKDD ×2 WWW ×2 ACM MM ×1 AISTATS ×1 CIKM ×1 ECAI ×1 ICML ×1 IJCAI ×1

Frequent coauthors

Lifu Huang

×19

Dongfang Liu

×16

Fuli Feng

×13

Cheng Han

×13

James Chenhao Liang

×8

Jiahao Liu

×8

Zenglin Xu

×6

Wenjie Wang

×5

Xiaotian Han

×5

Hanchao Yu

×5

Zhiyang Xu

×5

Jingang Wang

×5

Papers

Bringing Reasoning to Generative Recommendation Through the Lens of Cascaded Ranking
WWW 2026 ·
Xinyu Lin
,
Pengyuan Liu
,
Wenjie Wang
,
Yicheng Hu
,
Chen Xu
,
Fuli Feng
, Qifan Wang,
Tat-Seng Chua
Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation
AAAI 2026 ·
Hanrui Chen
,
Liqi Yan
, Qifan Wang,
Jianhui Zhang
,
Fangli Guan
,
Pan Li
On-the-Fly VLA Adaptation via Test-Time Reinforcement Learning
ACL 2026 ·
Changyu Liu
,
Yiyang Liu
,
Taowen Wang
,
Qiao Zhuang
,
James Chenhao Liang
,
Wenhao Yang
,
Renjing Xu
, Qifan Wang,
Dongfang Liu
,
Cheng Han
Quantize What Counts: More for Keys, Less for Values
ACL 2026 ·
Mohsen Hariri
,
Alan Luo
,
Weicong Chen
,
Tianyi Zhang
, Qifan Wang,
Xiaotian Han
,
Vipin Chaudhary
RecoWorld: Building Simulated Environments for Agentic Recommender Systems
WWW 2026 ·
Fei Liu
,
Xinyu Lin
,
Hanchao Yu
,
Mingyuan Wu
,
Jianyu Wang
,
Qiang Zhang
,
Zhuokai Zhao
,
Yinglong Xia
,
Yao Zhang
,
Weiwei Li
,
Mingze Gao
, Qifan Wang,
Lizhu Zhang
,
Benyu Zhang
,
Xiangjun Fan
TROJail: Trajectory-Level Optimization for Multi-Turn Large Language Model Jailbreaks with Process Rewards
ACL 2026 ·
Xiqiao Xiong
,
Ouxiang Li
,
Zhuo Liu
,
Moxin Li
,
Wentao Shi
,
Fengbin Zhu
, Qifan Wang,
Fuli Feng
Verifiable Reasoning for LLM-based Generative Recommendation
SIGIR 2026 ·
Xinyu Lin
,
Hanqing Zeng
,
Hanchao Yu
,
Yinglong Xia
,
Jiang Zhang
,
Aashu Singh
,
Fei Liu
,
Wenjie Wang
,
Fuli Feng
,
Tat-Seng Chua
, Qifan Wang
100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability?
ACL 2025 ·
Wang Yang
,
Hongye Jin
,
Shaochen Zhong
,
Song Jiang
, Qifan Wang,
Vipin Chaudhary
,
Xiaotian Han
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
NeurIPS 2025 ·
Jingyuan Qi
,
Zhiyang Xu
, Qifan Wang,
Lifu Huang
Advantage-Guided Distillation for Preference Alignment in Small Language Models
ICLR 2025 ·
Shiping Gao
,
Fanqi Wan
,
Jiajian Guo
,
Xiaojun Quan
, Qifan Wang
Agentic Feedback Loop Modeling Improves Recommendation and User Simulation
SIGIR 2025 ·
Shihao Cai
,
Jizhi Zhang
,
Keqin Bao
,
Chongming Gao
, Qifan Wang,
Fuli Feng
,
Xiangnan He
All You Need is One: Capsule Prompt Tuning with a Single Vector
NeurIPS 2025 ·
Yiyang Liu
,
James Liang
,
Heng Fan
,
Wenhao Yang
,
Yiming Cui
,
Xiaotian Han
,
Lifu Huang
,
Dongfang Liu
, Qifan Wang,
Cheng Han
Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge
EMNLP 2025 ·
Zhuo Liu
,
Moxin Li
,
Xun Deng
, Qifan Wang,
Fuli Feng
CompCap: Improving Multimodal Large Language Models with Composite Captions
ICCV 2025 ·
Xiaohui Chen
,
Satya Narayan Shukla
,
Mahmoud Azab
,
Aashu Singh
, Qifan Wang,
David Yang
,
Shengyun Peng
,
Hanchao Yu
,
Shen Yan
,
Xuewen Zhang
,
Baosheng He
CrAM: Credibility-Aware Attention Modification in LLMs for Combating Misinformation in RAG
AAAI 2025 ·
Boyi Deng
,
Wenjie Wang
,
Fengbin Zhu
, Qifan Wang,
Fuli Feng
Dynamic Fisher-weighted Model Merging via Bayesian Optimization
NAACL 2025 ·
Sanwoo Lee
,
Jiahao Liu
, Qifan Wang,
Jingang Wang
,
Xunliang Cai
,
Yunfang Wu
Error-driven Data-efficient Large Multimodal Model Tuning
ACL 2025 ·
Barry Menglong Yao
, Qifan Wang,
Lifu Huang
Exploring the Adversarial Vulnerabilities of Vision-Language-Action Models in Robotics
ICCV 2025 ·
Taowen Wang
,
Cheng Han
,
James Liang
,
Wenhao Yang
,
Dongfang Liu
,
Luna Xinyu Zhang
, Qifan Wang,
Jiebo Luo
,
Ruixiang Tang
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making
EMNLP 2025 ·
Jiaxiang Chen
,
Mingxi Zou
,
Zhuo Wang
, Qifan Wang,
Danny Dongning Sun
,
Zhang Chi
,
Zenglin Xu
Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
EMNLP 2025 ·
Haibo Wang
,
Zhiyang Xu
,
Yu Cheng
,
Shizhe Diao
,
Yufan Zhou
,
Yixin Cao
, Qifan Wang,
Weifeng Ge
,
Lifu Huang
IDInit: A Universal and Stable Initialization Method for Neural Network Training
ICLR 2025 ·
Yu Pan
,
Chaozheng Wang
,
Zekai Wu
, Qifan Wang,
Min Zhang
,
Zenglin Xu
Inference Compute-Optimal Video Vision Language Models
ACL 2025 ·
Peiqi Wang
,
Shengyun Peng
,
Xuewen Zhang
,
Hanchao Yu
,
Yibo Yang
,
Lifu Huang
,
Fujun Liu
, Qifan Wang
K-order Ranking Preference Optimization for Large Language Models
ACL 2025 ·
Shihao Cai
,
Chongming Gao
,
Yang Zhang
,
Wentao Shi
,
Jizhi Zhang
,
Keqin Bao
, Qifan Wang,
Fuli Feng
MEPT: Mixture of Expert Prompt Tuning as a Manifold Mapper
EMNLP 2025 ·
Runjia Zeng
,
Guangyan Sun
, Qifan Wang,
Tong Geng
,
Sohail A. Dianat
,
Xiaotian Han
,
Raghuveer Rao
,
Xueling Zhang
,
Cheng Han
,
Lifu Huang
,
Dongfang Liu
Modality-Specialized Synergizers for Interleaved Vision-Language Generalists
ICLR 2025 ·
Zhiyang Xu
,
Minqian Liu
,
Ying Shen
,
Joy Rimchala
,
Jiaxin Zhang
, Qifan Wang,
Yu Cheng
,
Lifu Huang
NEXUS-O: An Omni-Perceptive and -Interactive Model for Language, Audio, and Vision
ACM MM 2025 ·
Che Liu
,
Yingji Zhang
,
Dong Zhang
,
Weijie Zhang
,
Chenggong Gong
,
Yu Lu
,
Shilin Zhou
,
Ziliang Gan
,
Ziao Wang
,
Haipang Wu
,
Ji Liu
,
André Freitas
, Qifan Wang,
Zenglin Xu
,
Rongjunchen Zhang
,
Yong Dai
On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond
AISTATS 2025 ·
Dun Zeng
,
Zenglin Xu
,
Shiyu Liu
,
Yu Pan
, Qifan Wang,
Xiaoying Tang
Optimizing Recall or Relevance? A Multi-Task Multi-Head Approach for Item-to-Item Retrieval in Recommendation
SIGKDD 2025 ·
Jiang Zhang
,
Sumit Kumar
,
Wei Chang
,
Yubo Wang
,
Feng Zhang
,
Weize Mao
,
Hanchao Yu
,
Aashu Singh
,
Min Li
, Qifan Wang
Order-agnostic Identifier for Large Language Model-based Generative Recommendation
SIGIR 2025 ·
Xinyu Lin
,
Haihan Shi
,
Wenjie Wang
,
Fuli Feng
, Qifan Wang,
See-Kiong Ng
,
Tat-Seng Chua
Probabilistic Token Alignment for Large Language Model Fusion
NeurIPS 2025 ·
Runjia Zeng
,
James Liang
,
Cheng Han
,
Zhiwen Cao
,
Jiahao Liu
,
Xiaojun Quan
,
Yingjie Victor Chen
,
Lifu Huang
,
Tong Geng
, Qifan Wang,
Dongfang Liu
Re-Imagining Multimodal Instruction Tuning: A Representation View
ICLR 2025 ·
Yiyang Liu
,
James Chenhao Liang
,
Ruixiang Tang
,
Yugyung Lee
,
Majid Rabbani
,
Sohail A. Dianat
,
Raghuveer Rao
,
Lifu Huang
,
Dongfang Liu
, Qifan Wang,
Cheng Han
ReAlign: Structured Revision for Small Language Model Alignment
EMNLP 2025 ·
Ruijun Chen
,
Jiajian Guo
,
Hongzhan Chen
,
Fanqi Wan
, Qifan Wang,
Xiaojun Quan
STaR: Multi-Granular Spatio-Temporal Reasoning for Long-Form Dense Video Captioning
ECAI 2025 ·
Yihao Wu
,
Chenhuan Cai
,
Liqi Yan
,
Huapeng Li
,
Jianhui Zhang
,
Jiahao Liu
, Qifan Wang,
Fangli Guan
,
Pan Li
Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories
EMNLP 2025 ·
Mohammad Beigi
,
Ying Shen
,
Parshin Shojaee
, Qifan Wang,
Zichao Wang
,
Chandan K. Reddy
,
Ming Jin
,
Lifu Huang
Uncertainty Quantification for Multiple-Choice Questions is Just One-Token Deep
CIKM 2025 ·
Qingcheng Zeng
,
Mingyu Jin
,
Qinkai Yu
,
Zhenting Wang
,
Wenyue Hua
,
Guangyan Sun
,
Yanda Meng
,
Shiqing Ma
, Qifan Wang,
Felix Juefei-Xu
,
Fan Yang
,
Kaize Ding
,
Ruixiang Tang
,
Yongfeng Zhang
Visual Agents as Fast and Slow Thinkers
ICLR 2025 ·
Guangyan Sun
,
Mingyu Jin
,
Zhenting Wang
,
Cheng-Long Wang
,
Siqi Ma
, Qifan Wang,
Tong Geng
,
Ying Nian Wu
,
Yongfeng Zhang
,
Dongfang Liu
When Backdoors Speak: Understanding LLM Backdoor Attacks Through Model-Generated Explanations
ACL 2025 ·
Huaizhi Ge
,
Yiming Li
, Qifan Wang,
Yongfeng Zhang
,
Ruixiang Tang
A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings (Extended Abstract)
IJCAI 2024 ·
Song Jiang
,
Qiyue Yao
, Qifan Wang,
Yizhou Sun
AMD: Automatic Multi-step Distillation of Large-Scale Vision Models
ECCV 2024 ·
Cheng Han
, Qifan Wang,
Sohail A. Dianat
,
Majid Rabbani
,
Raghuveer M. Rao
,
Yi Fang
,
Qiang Guan
,
Lifu Huang
,
Dongfang Liu
C-ICL: Contrastive In-context Learning for Information Extraction
EMNLP 2024 ·
Ying Mo
,
Jiahao Liu
,
Jian Yang
, Qifan Wang,
Shun Zhang
,
Jingang Wang
,
Zhoujun Li
Direct Multi-Turn Preference Optimization for Language Agents
EMNLP 2024 ·
Wentao Shi
,
Mengqi Yuan
,
Junkang Wu
, Qifan Wang,
Fuli Feng
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction
EMNLP 2024 ·
Li Yang
, Qifan Wang,
Jianfeng Chi
,
Jiahao Liu
,
Jingang Wang
,
Fuli Feng
,
Zenglin Xu
,
Yi Fang
,
Lifu Huang
,
Dongfang Liu
FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods
ICLR 2024 ·
Xiaotian Han
,
Jianfeng Chi
,
Yu Chen
, Qifan Wang,
Han Zhao
,
Na Zou
,
Xia Hu
Facing the Elephant in the Room: Visual Prompt Tuning or Full finetuning?
ICLR 2024 ·
Cheng Han
, Qifan Wang,
Yiming Cui
,
Wenguan Wang
,
Lifu Huang
,
Siyuan Qi
,
Dongfang Liu
HYDRA: Model Factorization Framework for Black-Box LLM Personalization
NeurIPS 2024 ·
Yuchen Zhuang
,
Haotian Sun
,
Yue Yu
,
Rushi Qiang
, Qifan Wang,
Chao Zhang
,
Bo Dai
Image Translation as Diffusion Visual Programmers
ICLR 2024 ·
Cheng Han
,
James Chenhao Liang
, Qifan Wang,
Majid Rabbani
,
Sohail A. Dianat
,
Raghuveer Rao
,
Ying Nian Wu
,
Dongfang Liu
InternalInspector I²: Robust Confidence Estimation in LLMs through Internal States
EMNLP 2024 ·
Mohammad Beigi
,
Ying Shen
,
Runing Yang
,
Zihao Lin
, Qifan Wang,
Ankith Mohan
,
Jianfeng He
,
Ming Jin
,
Chang-Tien Lu
,
Lifu Huang
Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model
CVPR 2024 ·
Shraman Pramanick
,
Guangxing Han
,
Rui Hou
,
Sayan Nag
,
Ser-Nam Lim
,
Nicolas Ballas
, Qifan Wang,
Rama Chellappa
,
Amjad Almahairi
LLM-Rec: Personalized Recommendation via Prompting Large Language Models
NAACL 2024 ·
Hanjia Lyu
,
Song Jiang
,
Hanqing Zeng
,
Yinglong Xia
, Qifan Wang,
Si Zhang
,
Ren Chen
,
Christopher Leung
,
Jiajie Tang
,
Jiebo Luo
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models
NAACL 2024 ·
Chi Han
, Qifan Wang,
Hao Peng
,
Wenhan Xiong
,
Yu Chen
,
Heng Ji
,
Sinong Wang
Large Language Models are Learnable Planners for Long-Term Recommendation
SIGIR 2024 ·
Wentao Shi
,
Xiangnan He
,
Yang Zhang
,
Chongming Gao
,
Xinyue Li
,
Jizhi Zhang
, Qifan Wang,
Fuli Feng
MART: Improving LLM Safety with Multi-round Automatic Red-Teaming
NAACL 2024 ·
Suyu Ge
,
Chunting Zhou
,
Rui Hou
,
Madian Khabsa
,
Yi-Chia Wang
, Qifan Wang,
Jiawei Han
,
Yuning Mao
MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning
AAAI 2024 ·
Ying Mo
,
Jian Yang
,
Jiahao Liu
, Qifan Wang,
Ruoyu Chen
,
Jingang Wang
,
Zhoujun Li
Multimodal Instruction Tuning with Conditional Mixture of LoRA
ACL 2024 ·
Ying Shen
,
Zhiyang Xu
, Qifan Wang,
Yu Cheng
,
Wenpeng Yin
,
Lifu Huang
M²PT: Multimodal Prompt Tuning for Zero-shot Instruction Learning
EMNLP 2024 ·
Taowen Wang
,
Yiyang Liu
,
James Liang
,
Junhan Zhao
,
Yiming Cui
,
Yuning Mao
,
Shaoliang Nie
,
Jiahao Liu
,
Fuli Feng
,
Zenglin Xu
,
Cheng Han
,
Lifu Huang
, Qifan Wang,
Dongfang Liu
Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models
ACL 2024 ·
Zihao Lin
,
Mohammad Beigi
,
Hongxuan Li
,
Yufan Zhou
,
Yuxiang Zhang
, Qifan Wang,
Wenpeng Yin
,
Lifu Huang
ProMotion: Prototypes as Motion Learners
CVPR 2024 ·
Yawen Lu
,
Dongfang Liu
, Qifan Wang,
Cheng Han
,
Yiming Cui
,
Zhiwen Cao
,
Xueling Zhang
,
Yingjie Victor Chen
,
Heng Fan
Prototypical Transformer As Unified Motion Learners
ICML 2024 ·
Cheng Han
,
Yawen Lu
,
Guohao Sun
,
James Chenhao Liang
,
Zhiwen Cao
, Qifan Wang,
Qiang Guan
,
Sohail A. Dianat
,
Raghuveer Rao
,
Tong Geng
,
Zhiqiang Tao
,
Dongfang Liu
RESPROMPT: Residual Connection Prompting Advances Multi-Step Reasoning in Large Language Models
NAACL 2024 ·
Song Jiang
,
Zahra Shakeri
,
Aaron Chan
,
Maziar Sanjabi
,
Hamed Firooz
,
Yinglong Xia
,
Bugra Akyildiz
,
Yizhou Sun
,
Jinchao Li
, Qifan Wang,
Asli Celikyilmaz
Radiance Field Learners As UAV First-Person Viewers
ECCV 2024 ·
Liqi Yan
, Qifan Wang,
Junhan Zhao
,
Qiang Guan
,
Zheng Tang
,
Jianhui Zhang
,
Dongfang Liu
Representation Deficiency in Masked Language Modeling
ICLR 2024 ·
Yu Meng
,
Jitin Krishnan
,
Sinong Wang
, Qifan Wang,
Yuning Mao
,
Han Fang
,
Marjan Ghazvininejad
,
Jiawei Han
,
Luke Zettlemoyer
Speculative Decoding via Early-exiting for Faster LLM Inference with Thompson Sampling Control Mechanism
ACL 2024 ·
Jiahao Liu
, Qifan Wang,
Jingang Wang
,
Xunliang Cai
Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
EMNLP 2024 ·
Moxin Li
,
Wenjie Wang
,
Fuli Feng
,
Fengbin Zhu
, Qifan Wang,
Tat-Seng Chua
Unveiling User Satisfaction and Creator Productivity Trade-Offs in Recommendation Platforms
NeurIPS 2024 ·
Fan Yao
,
Yiming Liao
,
Jingzhou Liu
,
Shaoliang Nie
, Qifan Wang,
Haifeng Xu
,
Hongning Wang
User Welfare Optimization in Recommender Systems with Competing Content Creators
SIGKDD 2024 ·
Fan Yao
,
Yiming Liao
,
Mingzhe Wu
,
Chuanhao Li
,
Yan Zhu
,
James Yang
,
Jingzhou Liu
, Qifan Wang,
Haifeng Xu
,
Hongning Wang
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning
ACL 2024 ·
Zhiyang Xu
,
Chao Feng
,
Rulin Shao
,
Trevor Ashby
,
Ying Shen
,
Di Jin
,
Yu Cheng
, Qifan Wang,
Lifu Huang
Visual Fourier Prompt Tuning
NeurIPS 2024 ·
Runjia Zeng
,
Cheng Han
, Qifan Wang,
Chunshu Wu
,
Tong Geng
,
Lifu Huang
,
Ying Nian Wu
,
Dongfang Liu