MB
Mohit Bansal
cs.AIcs.CLcs.CVcs.LGcs.ROcs.CRcs.CYcs.MA
On Valency
published · living versionsW_8v3chzha·v1 · currentpublished
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination
with Nithin Sivakumaran, Ali Payani, Hyunji Lee, Elias Stengel-Eskin
1 version
Preprints & journals
43 papers in the corpus · 2024–2026ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination2610.29934v1 · Nithin Sivakumaran, Ali Payani, Hyunji Lee et al.2026 · 0 citationsarXivon Valency
From Failures to Learnable Worlds: Policy-Conditioned Environment Generation for Navigation Agents2610.19420v1 · Yue Zhang, Han Lin, Zun Wang et al.2026 · 0 citationsarXiv
Safeguarding LLMs via Model-Agnostic Latent Safety Signals from Dark Knowledge2610.07532v1 · Wonjun Lee, Kyungsik Yang, Gaeun Ji et al.2026 · 0 citationsarXiv
Who is the Agent to Blame? Localizing Faithfulness and Citation Mistakes in Agentic Deep Research2608.24306v1 · Eran Hirsch, David Wan, Han Wang et al.2026 · 0 citationsarXiv
CreativeInstruct: Scalably Teaching LLMs to Balance Quality, Creativity, and Diversity2608.07460v1 · Ananya Sahu, Mohit Bansal, Elias Stengel-Eskin2026 · 0 citationsarXiv
JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles2607.27670v2 · Shawn Li, Wei Yang, Jike Zhong et al.2026 · 0 citationsarXiv
MuseBench: Benchmarking Intent-Level Audiovisual Arts Understanding in MLLMs2606.30026v1 · Yuxuan Fan, Gyusik Seo, Jing Hao et al.2026 · 0 citationsarXiv
Physics Question Scene Graph: Fine-grained Evaluation of Physical Plausibility in Text-to-Video Generation2606.25306v1 · Atin Pothiraj, Jaemin Cho, Yue Zhang et al.2026 · 0 citationsarXiv
A History-Aware Visually Grounded Critic for Computer Use Agents2606.11078v1 · Jaewoo Lee, Zaid Khan, Archiki Prasad et al.2026 · 0 citationsarXiv
GPU Forecasters: Language Models as Selective Surrogates for Kernel Runtime Optimization2605.31464v1 · Zaid Khan, Justin Chih-Yao Chen, Jaemin Cho et al.2026 · 0 citationsarXiv
Seeing Isn't Knowing: Do VLMs Know When Not to Answer Spatial Questions (and Why)?2605.30557v2 · Yue Zhang, Zun Wang, Han Lin et al.2026 · 0 citationsarXiv
STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models2605.26014v1 · Yiming Liang, Yixiao Chen, Yiyang Zhou et al.2026 · 0 citationsarXiv
MINTEval: Evaluating Memory under Multi-Target Interference in Long-Horizon Agent Systems2605.18565v2 · Hyunji Lee, Justin Chih-Yao Chen, Joykirat Singh et al.2026 · 0 citationsarXiv
PhyMotion: Structured 3D Motion Reward for Physics-Grounded Human Video Generation2605.14269v1 · Yidong Huang, Zun Wang, Han Lin et al.2026 · 0 citationsarXiv
EgoMemReason: A Memory-Driven Reasoning Benchmark for Long-Horizon Egocentric Video Understanding2605.09874v2 · Ziyang Wang, Yue Zhang, Shoubin Yu et al.2026 · 0 citationsarXiv
Stabilizing Efficient Reasoning with Step-Level Advantage Selection2604.24003v1 · Han Wang, Xiaodong Yu, Jialian Wu et al.2026 · 0 citationsarXiv
MERRIN: A Benchmark for Multimodal Evidence Retrieval and Reasoning in Noisy Web Environments2604.13418v1 · Han Wang, David Wan, Hyunji Lee et al.2026 · 0 citationsarXiv
Playing Along: Learning a Double-Agent Defender for Belief Steering via Theory of Mind2604.11666v2 · Hanqi Xiao, Vaidehi Patil, Zaid Khan et al.2026 · 0 citationsarXiv
The Master Key Hypothesis: Unlocking Cross-Model Capability Transfer via Linear Subspace Alignment2604.06377v3 · Rishab Balasubramanian, Pin-Jie Lin, Rituraj Sharma et al.2026 · 0 citationsarXiv
Cog-DRIFT: Exploration on Adaptively Reformulated Instances Enables Learning from Hard Reasoning Problems2604.04767v1 · Justin Chih-Yao Chen, Archiki Prasad, Zaid Khan et al.2026 · 0 citationsarXiv
Ego2Web: A Web Agent Benchmark Grounded in Egocentric Videos2603.22529v1 · Shoubin Yu, Lei Shu, Antoine Yang et al.2026 · 0 citationsarXiv
V-Co: A Closer Look at Visual Representation Alignment via Co-Denoising2603.16792v2 · Han Lin, Xichen Pan, Zun Wang et al.2026 · 0 citationsarXiv
VisionCoach: Reinforcing Grounded Video Reasoning via Visual-Perception Prompting2603.14659v2 · Daeun Lee, Shoubin Yu, Yue Zhang et al.2026 · 0 citationsarXiv
Does AI See like Art Historians? Interpreting How Vision Language Models Recognize Artistic Style2603.11024v3 · Marvin Limpijankit, Milad Alshomary, Yassin Oulad Daoud et al.2026 · 0 citationsarXiv
Balancing Faithfulness and Performance in Reasoning via Multi-Listener Soft Execution2602.16154v1 · Nithin Sivakumaran, Shoubin Yu, Hyunji Lee et al.2026 · 0 citationsarXiv
AnchorWeave: World-Consistent Video Generation with Retrieved Local Spatial Memories2602.14941v2 · Zun Wang, Han Lin, Jaehong Yoon et al.2026 · 1 citationarXiv
Multimodal Fact-Level Attribution for Verifiable Reasoning2602.11509v2 · David Wan, Han Wang, Ziyang Wang et al.2026 · 0 citationsarXiv
When and How Much to Imagine: Adaptive Test-Time Scaling with World Models for Visual Spatial Reasoning2602.08236v2 · Shoubin Yu, Yue Zhang, Zun Wang et al.2026 · 0 citationsarXiv
Reliable and Responsible Foundation Models: A Comprehensive Survey2602.08145v1 · Xinyu Yang, Junlin Han, Rishi Bommasani et al.2026 · 0 citationsarXiv
Conflict-Resolving and Sharpness-Aware Minimization for Generalized Knowledge Editing with Multiple Updates2602.03696v1 · Duy Nguyen, Hanqi Xiao, Archiki Prasad et al.2026 · 0 citationsarXiv
Routing with Generated Data: Annotation-Free LLM Skill Estimation and Expert Selection2601.09692v1 · Tianyi Niu, Justin Chih-Yao Chen, Genta Indra Winata et al.2026 · 0 citationsarXiv
DART: Leveraging Multi-Agent Disagreement for Tool Recruitment in Multimodal Reasoning2512.07132v1 · Nithin Sivakumaran, Justin Chih-Yao Chen, David Wan et al.2025 · 1 citationarXiv
Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding2512.05774v2 · Ziyang Wang, Honglu Zhou, Shijie Wang et al.2025 · 0 citationsarXiv
PRInTS: Reward Modeling for Long-Horizon Information Seeking2511.19314v2 · Jaewoo Lee, Archiki Prasad, Justin Chih-Yao Chen et al.2025 · 0 citationsarXiv
IndustryNav: Evaluating Spatial Reasoning and Safety of Embodied Agents in Dynamic Industrial Navigation2511.17384v3 · Yifan Li, Lichi Li, Anh Dao et al.2025 · 0 citationsarXiv
PoSh: Using Scene Graphs To Guide LLMs-as-a-Judge For Detailed Image Descriptions2510.19060v3 · Amith Ananthram, Elias Stengel-Eskin, Lorena A. Bradford et al.2025 · 0 citationsarXiv
RotBench: Evaluating Multimodal Large Language Models on Identifying Image Rotation2508.13968v3 · Tianyi Niu, Jaemin Cho, Elias Stengel-Eskin et al.2025 · 1 citationarXiv
4D-LRM: Large Space-Time Reconstruction Model From and To Any View at Any Time2506.18890v1 · Ziqiao Ma, Xuweiyi Chen, Shoubin Yu et al.2025 · 5 citationsarXiv
Instruction Tuning with and without Context: Behavioral Shifts and Downstream Impact2506.15480v2 · Hyunji Lee, Seunghyun Yoon, Yunjae Won et al.2025 · 0 citationsarXiv
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation2503.14350v3 · Shoubin Yu, Difan Liu, Ziqiao Ma et al.2025 · 3 citationsarXiv
DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation2411.16657v4 · Zun Wang, Jialu Li, Han Lin et al.2024 · 2 citationsarXiv
Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement2411.15115v3 · Daeun Lee, Jaehong Yoon, Jaemin Cho et al.2024 · 1 citationarXiv
Localizing Factual Inconsistencies in Attributable Text Generation2410.07473v3 · Arie Cattan, Paul Roit, Shiyue Zhang et al.2024 · 0 citationsarXiv
Career total: 54 works. 43 are in this corpus.
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